From b95c3d9dc16a816c58fa62c57402ecf818fe8731 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 09:30:16 -0700
Subject: [PATCH 01/44] working locally

---
 dbt_project.yml                               | 19 ++++++++-
 integration_tests/dbt_project.yml             | 11 ++++-
 .../facebook_ads_basic_ad_actions_data.csv    | 11 +++++
 models/facebook_ads__account_report.sql       | 14 ++++++-
 models/facebook_ads__ad_report.sql            | 14 ++++++-
 models/facebook_ads__ad_set_report.sql        | 15 ++++++-
 models/facebook_ads__campaign_report.sql      | 14 ++++++-
 models/facebook_ads__url_report.sql           | 14 ++++++-
 .../int_facebook_ads__conversions.sql         | 42 +++++++++++++++++++
 packages.yml                                  |  8 +++-
 10 files changed, 152 insertions(+), 10 deletions(-)
 create mode 100644 integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
 create mode 100644 models/intermediate/int_facebook_ads__conversions.sql

diff --git a/dbt_project.yml b/dbt_project.yml
index 5ac0a3a..32ed4dc 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -1,5 +1,5 @@
 name: 'facebook_ads'
-version: '0.7.2'
+version: '0.8.0'
 config-version: 2
 require-dbt-version: [">=1.3.0", "<2.0.0"]
 models:
@@ -14,6 +14,23 @@ vars:
     ad_history: "{{ ref('stg_facebook_ads__ad_history') }}"
     ad_set_history: "{{ ref('stg_facebook_ads__ad_set_history') }}"
     basic_ad: "{{ ref('stg_facebook_ads__basic_ad') }}"
+    basic_ad_actions: "{{ ref('stg_facebook_ads__basic_ad_actions') }}"
     campaign_history: "{{ ref('stg_facebook_ads__campaign_history') }}"
     creative_history: "{{ ref('stg_facebook_ads__creative_history') }}"
     url_tag: "{{ ref('stg_facebook_ads__url_tag') }}"
+
+  facebook_ads__conversion_action_types:
+    - name: onsite_conversion.purchase
+    - name: onsite_conversion.lead_grouped
+      # where_sql: source_relation != 'facebook_ads_new'
+    - pattern: offsite_conversion.custom%
+    - name: offsite_conversion.fb_pixel_add_payment_info
+    - name: offsite_conversion.fb_pixel_add_to_cart
+    - name: offsite_conversion.fb_pixel_add_to_wishlist
+    - name: offsite_conversion.fb_pixel_complete_registration
+    - name: offsite_conversion.fb_pixel_custom
+    - name: offsite_conversion.fb_pixel_initiate_checkout
+    - name: offsite_conversion.fb_pixel_lead
+    - name: offsite_conversion.fb_pixel_purchase
+    - name: offsite_conversion.fb_pixel_search
+    - name: offsite_conversion.fb_pixel_view_content
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 9e68680..1341044 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -1,5 +1,5 @@
 name: 'facebook_ads_integration_tests'
-version: '0.7.2'
+version: '0.8.0'
 profile: 'integration_tests'
 config-version: 2
 
@@ -9,6 +9,7 @@ vars:
   facebook_ads_ad_history_identifier: "facebook_ads_ad_history_data"
   facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
   facebook_ads_basic_ad_identifier: "facebook_ads_basic_ad_data"
+  facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
   facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
   facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
 
@@ -25,7 +26,13 @@ seeds:
       template_page_link: "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}"
       _fivetran_synced: "timestamp"
       updated_time: "timestamp"
-
+    facebook_ads_basic_ad_actions_data:
+      +column_types:
+        value: "float"
+        inline: "float"
+        _1_d_view: "float"
+        _28_d_click: "float"
+        
 dispatch:
   - macro_namespace: dbt_utils
     search_order: ['spark_utils', 'dbt_utils']
diff --git a/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
new file mode 100644
index 0000000..2342c45
--- /dev/null
+++ b/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
@@ -0,0 +1,11 @@
+_fivetran_id,ad_id,date,index,_1_d_view,_7_d_click,_fivetran_synced,action_type,inline,value
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-24,0,2.0,,2023-05-18 18:41:01.193000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-24,1,2.0,,2023-05-18 18:41:01.193000,lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-03,0,,2.0,2023-05-18 18:40:49.736000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-23,0,,2.0,2023-05-18 18:41:01.192000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-11-21,1,,2.0,2023-05-18 18:40:42.369000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-15,0,,3.0,2023-05-18 18:40:49.761000,offsite_conversion.fb_pixel_lead,,3.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-28,0,,3.0,2023-06-28 10:58:39.102000,offsite_conversion.fb_pixel_lead,,3.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-11-19,0,,4.0,2023-05-18 18:40:42.358000,offsite_conversion.fb_pixel_lead,,4.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2022-11-20,0,,1.0,2023-05-18 18:40:42.361000,offsite_conversion.fb_pixel_lead,,1.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2022-11-20,1,,1.0,2023-05-18 18:40:42.361000,lead,,1.0
\ No newline at end of file
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 1cbcd51..0edb31d 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -7,6 +7,13 @@ with report as (
 
 ), 
 
+conversion_report as (
+
+    select *
+    from {{ ref('int_facebook_ads__conversions') }}
+
+), 
+
 accounts as (
 
     select *
@@ -30,9 +37,14 @@ joined as (
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        , sum(conversion_report.conversion_value) as conversion_value
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+
     from report 
+    left join conversion_report
+        on report.date_day = conversion_report.date_day
+        and report.ad_id = conversion_report.ad_id
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index 0c30c04..876b947 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -7,6 +7,13 @@ with report as (
 
 ), 
 
+conversion_report as (
+
+    select *
+    from {{ ref('int_facebook_ads__conversions') }}
+
+), 
+
 accounts as (
 
     select *
@@ -55,9 +62,14 @@ joined as (
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        , sum(conversion_report.conversion_value) as conversion_value
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+
     from report 
+    left join conversion_report
+        on report.date_day = conversion_report.date_day
+        and report.ad_id = conversion_report.ad_id
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index 734f9af..c758ee0 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -7,6 +7,14 @@ with report as (
 
 ), 
 
+conversion_report as (
+
+    select *
+    from {{ ref('int_facebook_ads__conversions') }}
+
+), 
+
+
 accounts as (
 
     select *
@@ -58,9 +66,14 @@ joined as (
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        , sum(conversion_report.conversion_value) as conversion_value
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+    
     from report 
+    left join conversion_report
+        on report.date_day = conversion_report.date_day
+        and report.ad_id = conversion_report.ad_id
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index e865dd5..45e3ab0 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -7,6 +7,13 @@ with report as (
 
 ), 
 
+conversion_report as (
+
+    select *
+    from {{ ref('int_facebook_ads__conversions') }}
+
+), 
+
 accounts as (
 
     select *
@@ -49,9 +56,14 @@ joined as (
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        , sum(conversion_report.conversion_value) as conversion_value
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+    
     from report 
+    left join conversion_report
+        on report.date_day = conversion_report.date_day
+        and report.ad_id = conversion_report.ad_id
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index da3335c..b94e4af 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -7,6 +7,13 @@ with report as (
 
 ), 
 
+conversion_report as (
+
+    select *
+    from {{ ref('int_facebook_ads__conversions') }}
+
+), 
+
 creatives as (
 
     select *
@@ -72,9 +79,14 @@ joined as (
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        , sum(conversion_report.conversion_value) as conversion_value
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+
     from report
+    left join conversion_report
+        on report.date_day = conversion_report.date_day
+        and report.ad_id = conversion_report.ad_id
     left join ads 
         on report.ad_id = ads.ad_id
         and report.source_relation = ads.source_relation
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
new file mode 100644
index 0000000..c24201a
--- /dev/null
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -0,0 +1,42 @@
+with report as (
+
+    select *
+    from {{ var('basic_ad_actions') }}
+),
+
+limit_action_types as (
+
+    select
+        source_relation,
+        action_type,
+        ad_id,
+        date_day,
+        conversion_value
+
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics') }}
+
+    from report
+    where 
+    {# {% set name_list = [] %} #}
+    {%- for action_type in var('facebook_ads__conversion_action_types') -%}
+        (
+        {%- if action_type.name -%}
+            {# {%- do name_list.append("'" ~ action_type.name ~ "'") -%} #}
+            action_type = '{{ action_type.name }}'
+        {%- elif action_type.pattern -%}
+            action_type like '{{ action_type.pattern }}'
+        {%- endif -%}
+
+        {% if action_type.where_sql %}
+            and {{ action_type.where_sql }}
+        {%- endif -%}
+        ) {% if not loop.last %} or {% endif %}
+    {%- endfor %}
+    
+    {# {% if name_list|length > 0 -%}
+        and action_type in ({{ name_list|join(", ") }})
+    {%- endif -%} #}
+)
+
+select * 
+from limit_action_types
\ No newline at end of file
diff --git a/packages.yml b/packages.yml
index ef2f5fa..81df471 100644
--- a/packages.yml
+++ b/packages.yml
@@ -1,3 +1,7 @@
 packages:
-- package: fivetran/facebook_ads_source
-  version: [">=0.7.0", "<0.8.0"]
+# - package: fivetran/facebook_ads_source
+#   version: [">=0.7.0", "<0.8.0"]
+# - local: ../Facebook_ads/dbt_facebook_ads_source
+- git: https://github.com/fivetran/dbt_facebook_ads_source.git
+  revision: feature/add-conversions
+  warn-unpinned: false
\ No newline at end of file

From bbea210e6450cf3ef0ee1c185bfa3782c063838a Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 10:17:02 -0700
Subject: [PATCH 02/44] document

---
 .../maintainer_pull_request_template.md       | 46 ++++---------------
 CHANGELOG.md                                  |  6 ++-
 README.md                                     | 21 +++++----
 integration_tests/dbt_project.yml             |  2 +-
 models/facebook.yml                           | 12 ++++-
 packages.yml                                  |  2 +-
 6 files changed, 41 insertions(+), 48 deletions(-)

diff --git a/.github/PULL_REQUEST_TEMPLATE/maintainer_pull_request_template.md b/.github/PULL_REQUEST_TEMPLATE/maintainer_pull_request_template.md
index 768ac3f..066f2ad 100644
--- a/.github/PULL_REQUEST_TEMPLATE/maintainer_pull_request_template.md
+++ b/.github/PULL_REQUEST_TEMPLATE/maintainer_pull_request_template.md
@@ -4,48 +4,22 @@
 **This PR will result in the following new package version:**
 <!--- Please add details around your decision for breaking vs non-breaking version upgrade. If this is a breaking change, were backwards-compatible options explored? -->
 
-**Please detail what change(s) this PR introduces and any additional information that should be known during the review of this PR:**
+**Please provide the finalized CHANGELOG entry which details the relevant changes included in this PR:**
+<!--- Copy/paste the CHANGELOG for this version below. -->
 
 ## PR Checklist
 ### Basic Validation
 Please acknowledge that you have successfully performed the following commands locally:
-- [ ] dbt compile
-- [ ] dbt run –full-refresh
-- [ ] dbt run
-- [ ] dbt test
-- [ ] dbt run –vars (if applicable)
+- [ ] dbt run –full-refresh && dbt test
+- [ ] dbt run (if incremental models are present)
 
 Before marking this PR as "ready for review" the following have been applied:
-- [ ] The appropriate issue has been linked and tagged
-- [ ] You are assigned to the corresponding issue and this PR
+- [ ] The appropriate issue has been linked, tagged, and properly assigned
+- [ ] All necessary documentation and version upgrades have been applied
+- [ ] docs were regenerated (unless this PR does not include any code or yml updates)
 - [ ] BuildKite integration tests are passing
+- [ ] Detailed validation steps have been provided below
 
 ### Detailed Validation
-Please acknowledge that the following validation checks have been performed prior to marking this PR as "ready for review":
-- [ ] You have validated these changes and assure this PR will address the respective Issue/Feature.
-- [ ] You are reasonably confident these changes will not impact any other components of this package or any dependent packages.
-- [ ] You have provided details below around the validation steps performed to gain confidence in these changes.
-<!--- Provide the steps you took to validate your changes below. -->
-
-### Standard Updates
-Please acknowledge that your PR contains the following standard updates:
-- Package versioning has been appropriately indexed in the following locations:
-    - [ ] indexed within dbt_project.yml
-    - [ ] indexed within integration_tests/dbt_project.yml
-- [ ] CHANGELOG has individual entries for each respective change in this PR
-    <!--- If there is a parallel upstream change, remember to reference the corresponding CHANGELOG as an individual entry.  -->
-- [ ] README updates have been applied (if applicable)
-    <!--- Remember to check the following README locations for common updates. →
-        <!--- Suggested install range (needed for breaking changes) →
-        <!--- Dependency matrix is appropriately updated (if applicable) →
-        <!--- New variable documentation (if applicable) -->
-- [ ] DECISIONLOG updates have been updated (if applicable)
-- [ ] Appropriate yml documentation has been added (if applicable)
-
-### dbt Docs
-Please acknowledge that after the above were all completed the below were applied to your branch:
-- [ ] docs were regenerated (unless this PR does not include any code or yml updates)
-
-### If you had to summarize this PR in an emoji, which would it be?
-<!--- For a complete list of markdown compatible emojis check our this git repo (https://gist.github.com/rxaviers/7360908)  --> 
-:dancer:
+Please share any and all of your validation steps:
+<!--- Provide the steps you took to validate your changes below. -->
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index f8515f9..0661d77 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,7 +1,11 @@
-# dbt_facebook_ads v0.NEXT.RELEASE
+# dbt_facebook_ads v0.8.0
+
+## New
+- Added conversions! TODO: fill in
 
 ## Under the Hood
 - Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments.  ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40))
+- Updated the PR templates to align with our most up-to-date standards.
 
 # dbt_facebook_ads v0.7.2
 
diff --git a/README.md b/README.md
index 4560c36..8a23858 100644
--- a/README.md
+++ b/README.md
@@ -41,9 +41,9 @@ To use this dbt package, you must have the following:
 
 - At least one Fivetran Facebook Ads connector syncing data into your destination.
 - A **BigQuery**, **Snowflake**, **Redshift**, **PostgreSQL**, or **Databricks** destination.
-- You will need to configure your Facebook Ads connector to pull the `basic_ad` pre-built report. This pre-built report should be enabled in your connector by default. However, to confirm this pre-built report is actively syncing you may perform the following steps:
-    1. Navigate to the connector schema tab.
-    2. Search for `basic_ad` and confirm it is selected.
+- You will need to configure your Facebook Ads connector to pull the `basic_ad` pre-built report and its child `basic_ad_actions` pre-built report. These pre-built reports should be enabled in your connector by default. However, to confirm these reports are actively syncing you may perform the following steps:
+    1. Navigate to the connector schema tab in Fivetran.
+    2. Search for `basic_ad` and `basic_ad_actions` and confirm they are both selected/enabled.
     3. If not selected, do so and sync. If already selected you are ready to run the models!
 
 ### Databricks Dispatch Configuration
@@ -60,7 +60,7 @@ Include the following facebook_ads package version in your `packages.yml` file:
 ```yaml
 packages:
   - package: fivetran/facebook_ads
-    version: [">=0.7.0", "<0.8.0"] # we recommend using ranges to capture non-breaking changes automatically
+    version: [">=0.8.0", "<0.9.0"] # we recommend using ranges to capture non-breaking changes automatically
 ```
 
 Do NOT include the `facebook_ads_source` package in this file. The transformation package itself has a dependency on it and will install the source package as well.
@@ -89,17 +89,22 @@ Please be aware that the native `source.yml` connection set up in the package wi
 To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG.
 
 ### Passing Through Additional Metrics
-By default, this package will select `clicks`, `impressions`, and `cost` from the source reporting tables to store into the staging models. If you would like to pass through additional metrics to the staging models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) if desired, but not required. Use the below format for declaring the respective pass-through variables:
+By default, this package will select `clicks`, `impressions`, and `cost`, and conversion `value` (using the default attribution window) from the source reporting tables to store into the staging models. If you would like to pass through additional metrics to the staging models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) if desired, but not required. Use the below format for declaring the respective pass-through variables:
 
->**Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, and spend) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
+>**Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, spend, and default-attribution window conversion values) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
 
 ```yml
 vars:
-    facebook_ads__basic_ad_passthrough_metrics: 
+    facebook_ads__basic_ad_passthrough_metrics: # add metrics found in BASIC_AD
       - name: "new_custom_field"
         alias: "custom_field"
       - name: "another_one"
+    facebook_ads__basic_ad_actions_passthrough_metrics: # add conversion metrics found in BASIC_AD_ACTIONS
+      - name: "_7_d_click"
+        alias: "conversion_value_7d_click"
+      - name: "_1_d_view"
 ```
+
 ### Change the build schema
 By default, this package builds the Facebook Ads staging models within a schema titled (`<target_schema>` + `_facebook_ads_source`) and your Facebook Ads modeling models within a schema titled (`<target_schema>` + `_facebook_ads`) in your destination. If this is not where you would like your Facebook Ads data to be written to, add the following configuration to your root `dbt_project.yml` file:
 
@@ -135,7 +140,7 @@ This dbt package is dependent on the following dbt packages. Please be aware tha
 ```yml
 packages:
     - package: fivetran/facebook_ads_source
-      version: [">=0.7.0", "<0.8.0"]
+      version: [">=0.8.0", "<0.9.0"]
 
     - package: fivetran/fivetran_utils
       version: [">=0.4.0", "<0.5.0"]
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 1341044..e81f68a 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -31,7 +31,7 @@ seeds:
         value: "float"
         inline: "float"
         _1_d_view: "float"
-        _28_d_click: "float"
+        _7d_click: "float"
         
 dispatch:
   - macro_namespace: dbt_utils
diff --git a/models/facebook.yml b/models/facebook.yml
index 4823a69..4a6075b 100644
--- a/models/facebook.yml
+++ b/models/facebook.yml
@@ -67,6 +67,8 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
+      - name: conversion_value
+        description: Value of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__ad_report
     description: Each record represents the daily performance of a Facebook ad.
@@ -108,6 +110,8 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
+      - name: conversion_value
+        description: Value of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__ad_set_report
     description: Each record represents the daily performance of a Facebook ad set.
@@ -144,6 +148,8 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
+      - name: conversion_value
+        description: Value of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__campaign_report
     description: Each record represents the daily performance of a Facebook campaign.
@@ -175,6 +181,8 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
+      - name: conversion_value
+        description: Value of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__account_report
     description: Each record represents the daily performance of a Facebook account.
@@ -201,7 +209,9 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-
+      - name: conversion_value
+        description: Value of conversions using the default attribution window on the given day.
+        
   - name: facebook_ads__url_tags
     description: Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field
     tests:
diff --git a/packages.yml b/packages.yml
index 81df471..6106691 100644
--- a/packages.yml
+++ b/packages.yml
@@ -1,6 +1,6 @@
 packages:
 # - package: fivetran/facebook_ads_source
-#   version: [">=0.7.0", "<0.8.0"]
+#   version: [">=0.8.0", "<0.9.0"]
 # - local: ../Facebook_ads/dbt_facebook_ads_source
 - git: https://github.com/fivetran/dbt_facebook_ads_source.git
   revision: feature/add-conversions

From 67d9c0b71ac1478392a7f572a994bea809e13e26 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 10:44:14 -0700
Subject: [PATCH 03/44] docs

---
 README.md                                     | 29 +++++++++++++++++++
 integration_tests/dbt_project.yml             |  2 +-
 .../int_facebook_ads__conversions.sql         |  6 ----
 3 files changed, 30 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index 8a23858..1b8dcb0 100644
--- a/README.md
+++ b/README.md
@@ -105,6 +105,35 @@ vars:
       - name: "_1_d_view"
 ```
 
+### Configuring Conversion Action Types
+By default, this package considers the following kinds of `action_types` to be conversions and sums up their values in each `*_report` end model:
+
+| Action Type    | Action Description ([Meta docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/)) |
+| -------- | ------- |
+| `offsite_conversion.custom%`  | Sum of all custom conversions created by the advertiser. Each custom action aligns with this naming convention.     |
+| `offsite_conversion.fb_pixel_add_payment_info` | The number of "add payment" info events attributed to your ads, based on information received from one or more of your connected Meta Business Tools.     |
+| `offsite_conversion.fb_pixel_add_to_cart` | The number of "add to cart" events attributed to your ads, based on information received from one or more of your connected Meta Business Tools.   |
+| `offsite_conversion.fb_pixel_add_to_wishlist` | The number of "add to wishlist" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+| `offsite_conversion.fb_pixel_complete_registration` | The number of "complete registration" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+| `offsite_conversion.fb_pixel_custom`  |  Custom pixel events defined by the advertiser.   |
+| `offsite_conversion.fb_pixel_initiate_checkout` | The number of "initiate checkout events" tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+| `offsite_conversion.fb_pixel_lead`  | The number of "lead" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+| `offsite_conversion.fb_pixel_purchase`  | The number of "purchase" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+| `offsite_conversion.fb_pixel_search`  | The number of "search" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+| `offsite_conversion.fb_pixel_view_content`  | The number of "view content" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
+
+However, you may choose your own `action_types` to consider as conversions. To do so, provide each action type to the below `facebook_ads__conversion_action_types` variable. For each action type, provide either an exact `name` or a consistent `pattern` of naming convention. You may also provide an optional `where_sql` argument for each action type, in case you would like to dynamically choose conversion actions based on other columns (ie `source_relation` if you are running the package on multiple advertisers' datasets).
+
+```yml
+# dbt_project.yml
+vars:
+  facebook_ads__conversion_action_types: 
+    - name: exact_conversion_action_type_name # will grab `basic_ad_actions` records where action_type = 'exact_conversion_action_type_name'
+    - pattern: %custom% # will grab `basic_ad_actions` records where action_type like '%custom%'
+    - name: very_specific_conversion_action
+      where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where action_type = very_specific_conversion_action and {{ where_sql }}
+```
+
 ### Change the build schema
 By default, this package builds the Facebook Ads staging models within a schema titled (`<target_schema>` + `_facebook_ads_source`) and your Facebook Ads modeling models within a schema titled (`<target_schema>` + `_facebook_ads`) in your destination. If this is not where you would like your Facebook Ads data to be written to, add the following configuration to your root `dbt_project.yml` file:
 
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index e81f68a..e50dd7d 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -31,7 +31,7 @@ seeds:
         value: "float"
         inline: "float"
         _1_d_view: "float"
-        _7d_click: "float"
+        _7_d_click: "float"
         
 dispatch:
   - macro_namespace: dbt_utils
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index c24201a..c958bd0 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -17,11 +17,9 @@ limit_action_types as (
 
     from report
     where 
-    {# {% set name_list = [] %} #}
     {%- for action_type in var('facebook_ads__conversion_action_types') -%}
         (
         {%- if action_type.name -%}
-            {# {%- do name_list.append("'" ~ action_type.name ~ "'") -%} #}
             action_type = '{{ action_type.name }}'
         {%- elif action_type.pattern -%}
             action_type like '{{ action_type.pattern }}'
@@ -32,10 +30,6 @@ limit_action_types as (
         {%- endif -%}
         ) {% if not loop.last %} or {% endif %}
     {%- endfor %}
-    
-    {# {% if name_list|length > 0 -%}
-        and action_type in ({{ name_list|join(", ") }})
-    {%- endif -%} #}
 )
 
 select * 

From b7fe4d1c6820757ac9dac9e16b1414a6c19f05c2 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 11:16:38 -0700
Subject: [PATCH 04/44] cleanup

---
 integration_tests/dbt_project.yml                     | 8 +++++++-
 models/intermediate/int_facebook_ads__conversions.sql | 2 +-
 2 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index e50dd7d..81111e0 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -12,7 +12,13 @@ vars:
   facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
   facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
   facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
-
+  facebook_ads__basic_ad_actions_passthrough_metrics: 
+    - name: 'inline'
+      alias: 'conversion_value_inline'
+    - name: '_1_d_view'
+    - name: '_7_d_click'
+    - name: '_28_d_click'
+    
 seeds:
   facebook_ads_integration_tests:
     +column_types:
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index c958bd0..24df537 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -17,7 +17,7 @@ limit_action_types as (
 
     from report
     where 
-    {%- for action_type in var('facebook_ads__conversion_action_types') -%}
+    {% for action_type in var('facebook_ads__conversion_action_types') -%}
         (
         {%- if action_type.name -%}
             action_type = '{{ action_type.name }}'

From 95f3ec6982510700246c13241374b259a60b548d Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 12:34:28 -0700
Subject: [PATCH 05/44] coalesces

---
 README.md                                |  3 ++-
 models/facebook_ads__account_report.sql  | 10 ++++++++--
 models/facebook_ads__ad_report.sql       | 10 ++++++++--
 models/facebook_ads__ad_set_report.sql   | 11 ++++++++---
 models/facebook_ads__campaign_report.sql | 12 +++++++++---
 models/facebook_ads__url_report.sql      | 10 ++++++++--
 6 files changed, 43 insertions(+), 13 deletions(-)

diff --git a/README.md b/README.md
index 1b8dcb0..be9eace 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,8 @@ The following table provides a detailed list of all models materialized within t
 | [facebook_ads__campaign_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__campaign_report)            | Each record in this table represents the daily performance of a campaign at the campaign/advertising_channel/advertising_channel_subtype level. |
 | [facebook_ads__ad_set_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__ad_set_report)            | Each record in this table represents the daily performance at the ad set level. |
 | [facebook_ads__ad_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__ad_report)            | Each record in this table represents the daily performance at the ad level. |
-| [facebook_ads__utm_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__utm_report)            | Each record in this table represents the daily performance of URLs at the ad level. |
+| [facebook_ads__url_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__url_report)            | Each record in this table represents the daily performance of URLs at the ad level. |
+| [facebook_ads__url_tags](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__utm_report)            | Each record in this table is a unique combination of creative_id and the corresponding key, value, and type values contained in the url_tags field. |
 <!--section-end-->
 
 # 🎯 How do I use the dbt package?
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 0edb31d..564537f 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -38,8 +38,14 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(conversion_report.conversion_value) as conversion_value
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+
+        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
+            {% endfor %}
+        {% endif %}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index 876b947..edeb71b 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -63,8 +63,14 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(conversion_report.conversion_value) as conversion_value
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+
+        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
+            {% endfor %}
+        {% endif %}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index c758ee0..01a4fe2 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -67,9 +67,14 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(conversion_report.conversion_value) as conversion_value
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
-    
+        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+        
+        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
+            {% endfor %}
+        {% endif %}    
     from report 
     left join conversion_report
         on report.date_day = conversion_report.date_day
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index 45e3ab0..8cd72a9 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -57,9 +57,15 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(conversion_report.conversion_value) as conversion_value
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
-    
+        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+
+        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
+            {% endfor %}
+        {% endif %}
+
     from report 
     left join conversion_report
         on report.date_day = conversion_report.date_day
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index b94e4af..42628b9 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -80,8 +80,14 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(conversion_report.conversion_value) as conversion_value
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum') }}
+        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+
+        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
+            {% endfor %}
+        {% endif %}
 
     from report
     left join conversion_report

From d864c93e5469fba88617f120f573bc058e8dcb16 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 13:34:21 -0700
Subject: [PATCH 06/44] docs

---
 CHANGELOG.md | 14 ++++++++++----
 README.md    | 17 ++++++++++++-----
 2 files changed, 22 insertions(+), 9 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0661d77..c94d02a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,11 +1,17 @@
 # dbt_facebook_ads v0.8.0
 
-## New
-- Added conversions! TODO: fill in
+## Feature Updates
+Introducing...conversion metrics ([PR #41](https://github.com/fivetran/dbt_facebook_ads/pull/41))!
+- Adds a `conversion_value` field to each `_report` end model, representing the value of conversions (calculated using the default attribution window set in Meta) that occurred on each day for each ad/campaign/ad set/url/account.
+- Creates a `facebook_ads__basic_ad_actions_passthrough_metrics` variable to pass through additional conversion value metrics that are calculated using different attribution windows. 
+  - By default, the package includes only the conversion value calculated using the default attribution window, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new var.
+
+## Documentation
+- Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #41](https://github.com/fivetran/dbt_facebook_ads/pull/41)).
 
 ## Under the Hood
-- Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments.  ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40))
-- Updated the PR templates to align with our most up-to-date standards.
+- Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40)).
+- Updated the PR templates to align with our most up-to-date standards ([PR #41](https://github.com/fivetran/dbt_facebook_ads/pull/41)).
 
 # dbt_facebook_ads v0.7.2
 
diff --git a/README.md b/README.md
index be9eace..7f5e7e1 100644
--- a/README.md
+++ b/README.md
@@ -90,7 +90,7 @@ Please be aware that the native `source.yml` connection set up in the package wi
 To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG.
 
 ### Passing Through Additional Metrics
-By default, this package will select `clicks`, `impressions`, and `cost`, and conversion `value` (using the default attribution window) from the source reporting tables to store into the staging models. If you would like to pass through additional metrics to the staging models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) if desired, but not required. Use the below format for declaring the respective pass-through variables:
+By default, this package will select `clicks`, `impressions`, `cost`, and conversion `value` (using the default attribution window) from the source reporting tables (`BASIC_AD` and `BASIC_AD_ACTIONS`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
 
 >**Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, spend, and default-attribution window conversion values) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
 
@@ -98,8 +98,11 @@ By default, this package will select `clicks`, `impressions`, and `cost`, and co
 vars:
     facebook_ads__basic_ad_passthrough_metrics: # add metrics found in BASIC_AD
       - name: "new_custom_field"
-        alias: "custom_field"
+        alias: "custom_field_alias"
+        transform_sql: "coalesce(custom_field_alias, 0)" # reference the `alias` here if you are using one (otherwise the `name`)
       - name: "another_one"
+        transform_sql: "coalesce(another_one, 0)"
+      - name: "cpc"
     facebook_ads__basic_ad_actions_passthrough_metrics: # add conversion metrics found in BASIC_AD_ACTIONS
       - name: "_7_d_click"
         alias: "conversion_value_7d_click"
@@ -112,14 +115,16 @@ By default, this package considers the following kinds of `action_types` to be c
 | Action Type    | Action Description ([Meta docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/)) |
 | -------- | ------- |
 | `offsite_conversion.custom%`  | Sum of all custom conversions created by the advertiser. Each custom action aligns with this naming convention.     |
+| `offsite_conversion.fb_pixel_lead`  | The number of "lead" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook leads, in short.  |
+| `onsite_conversion.lead_grouped`  | The number of leads submitted on Meta technologies (including forms and Messenger) and attributed to your ads. On-Facebook leads, in short.   |
+| `offsite_conversion.fb_pixel_purchase`  | The number of "purchase" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook purchases, in short.   |
+| `onsite_conversion.purchase`  | The number of purchases made within Meta technologies (such as Pages or Messenger) and attributed to your ads. On-Facebook purchases, in short.   |
 | `offsite_conversion.fb_pixel_add_payment_info` | The number of "add payment" info events attributed to your ads, based on information received from one or more of your connected Meta Business Tools.     |
 | `offsite_conversion.fb_pixel_add_to_cart` | The number of "add to cart" events attributed to your ads, based on information received from one or more of your connected Meta Business Tools.   |
 | `offsite_conversion.fb_pixel_add_to_wishlist` | The number of "add to wishlist" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 | `offsite_conversion.fb_pixel_complete_registration` | The number of "complete registration" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 | `offsite_conversion.fb_pixel_custom`  |  Custom pixel events defined by the advertiser.   |
 | `offsite_conversion.fb_pixel_initiate_checkout` | The number of "initiate checkout events" tracked by the pixel or Conversions API on your website and attributed to your ads.   |
-| `offsite_conversion.fb_pixel_lead`  | The number of "lead" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
-| `offsite_conversion.fb_pixel_purchase`  | The number of "purchase" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 | `offsite_conversion.fb_pixel_search`  | The number of "search" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 | `offsite_conversion.fb_pixel_view_content`  | The number of "view content" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 
@@ -132,9 +137,11 @@ vars:
     - name: exact_conversion_action_type_name # will grab `basic_ad_actions` records where action_type = 'exact_conversion_action_type_name'
     - pattern: %custom% # will grab `basic_ad_actions` records where action_type like '%custom%'
     - name: very_specific_conversion_action
-      where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where action_type = very_specific_conversion_action and {{ where_sql }}
+      where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where (action_type = very_specific_conversion_action and {{ where_sql }})
 ```
 
+> **Note**: Please ensure to exercise due diligence when adding or removing conversion action types. The action types added by default have been heavily vetted by our friends at [Seer Interactive](https://www.seerinteractive.com/) and the Fivetran team maintaining this package for accuracy. There are many ways to accidentally double-count conversion values, as some action types are hierarchical/aggregates or overlap with others. Reference the action type descriptions in the Meta [API docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/) to ensure you select action types that appropriately and accurately fit your use case.
+
 ### Change the build schema
 By default, this package builds the Facebook Ads staging models within a schema titled (`<target_schema>` + `_facebook_ads_source`) and your Facebook Ads modeling models within a schema titled (`<target_schema>` + `_facebook_ads`) in your destination. If this is not where you would like your Facebook Ads data to be written to, add the following configuration to your root `dbt_project.yml` file:
 

From cedacf860a8b9d26a8f2320e9ca1a95b582b0b02 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 15:27:24 -0700
Subject: [PATCH 07/44] tests passing

---
 integration_tests/dbt_project.yml             | 19 +++--
 integration_tests/packages.yml                |  2 +-
 .../consistency_account_report.sql            | 45 +++++++++++
 .../consistency/consistency_ad_report.sql     | 45 +++++++++++
 .../horizontal_sum_conversion_value.sql       | 79 +++++++++++++++++++
 .../int_facebook_ads__conversions.sql         | 11 +--
 6 files changed, 187 insertions(+), 14 deletions(-)
 create mode 100644 integration_tests/tests/consistency/consistency_account_report.sql
 create mode 100644 integration_tests/tests/consistency/consistency_ad_report.sql
 create mode 100644 integration_tests/tests/integrity/horizontal_sum_conversion_value.sql

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 81111e0..bdf31d6 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -3,15 +3,18 @@ version: '0.8.0'
 profile: 'integration_tests'
 config-version: 2
 
+models:
+  +schema: "facebook_ads_{{ var('directed_schema','dev') }}"
+
 vars:
-  facebook_ads_schema: facebook_ads_integration_tests
-  facebook_ads_account_history_identifier: "facebook_ads_account_history_data"
-  facebook_ads_ad_history_identifier: "facebook_ads_ad_history_data"
-  facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
-  facebook_ads_basic_ad_identifier: "facebook_ads_basic_ad_data"
-  facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
-  facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
-  facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
+  facebook_ads_schema: facebook_ads_dbt
+  # facebook_ads_account_history_identifier: "facebook_ads_account_history_data"
+  # facebook_ads_ad_history_identifier: "facebook_ads_ad_history_data"
+  # facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
+  # facebook_ads_basic_ad_identifier: "facebook_ads_basic_ad_data"
+  # facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
+  # facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
+  # facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
   facebook_ads__basic_ad_actions_passthrough_metrics: 
     - name: 'inline'
       alias: 'conversion_value_inline'
diff --git a/integration_tests/packages.yml b/integration_tests/packages.yml
index b16d307..4a6b9c1 100644
--- a/integration_tests/packages.yml
+++ b/integration_tests/packages.yml
@@ -1,2 +1,2 @@
 packages:
-  - local: ../
\ No newline at end of file
+  - local: ../
diff --git a/integration_tests/tests/consistency/consistency_account_report.sql b/integration_tests/tests/consistency/consistency_account_report.sql
new file mode 100644
index 0000000..fc2a6a1
--- /dev/null
+++ b/integration_tests/tests/consistency/consistency_account_report.sql
@@ -0,0 +1,45 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
+with prod as (
+    select
+        account_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report
+    group by 1
+),
+
+dev as (
+    select
+        account_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report
+    group by 1
+),
+
+final as (
+    select 
+        prod.account_id,
+        prod.clicks as prod_clicks,
+        dev.clicks as dev_clicks,
+        prod.impressions as prod_impressions,
+        dev.impressions as dev_impressions,
+        prod.spend as prod_spend,
+        dev.spend as dev_spend
+    from prod
+    full outer join dev 
+        on dev.account_id = prod.account_id
+)
+
+select *
+from final
+where
+    abs(prod_clicks - dev_clicks) >= .01
+    or abs(prod_impressions - dev_impressions) >= .01
+    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_ad_report.sql b/integration_tests/tests/consistency/consistency_ad_report.sql
new file mode 100644
index 0000000..9d58510
--- /dev/null
+++ b/integration_tests/tests/consistency/consistency_ad_report.sql
@@ -0,0 +1,45 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
+with prod as (
+    select
+        ad_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report
+    group by 1
+),
+
+dev as (
+    select
+        ad_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report
+    group by 1
+),
+
+final as (
+    select 
+        prod.ad_id,
+        prod.clicks as prod_clicks,
+        dev.clicks as dev_clicks,
+        prod.impressions as prod_impressions,
+        dev.impressions as dev_impressions,
+        prod.spend as prod_spend,
+        dev.spend as dev_spend
+    from prod
+    full outer join dev 
+        on dev.ad_id = prod.ad_id
+)
+
+select *
+from final
+where
+    abs(prod_clicks - dev_clicks) >= .01
+    or abs(prod_impressions - dev_impressions) >= .01
+    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
diff --git a/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql b/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
new file mode 100644
index 0000000..c3c3065
--- /dev/null
+++ b/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
@@ -0,0 +1,79 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
+with ad_report as (
+
+    select 
+        sum(conversion_value) as total_value
+    from {{ ref('facebook_ads__ad_report') }}
+),
+
+account_report as (
+
+    select 
+        sum(conversion_value) as total_value
+    from {{ ref('facebook_ads__account_report') }}
+),
+
+ad_set_report as (
+
+    select 
+        sum(conversion_value) as total_value
+    from {{ ref('facebook_ads__ad_set_report') }}
+),
+
+campaign_report as (
+
+    select 
+        sum(conversion_value) as total_value
+    from {{ ref('facebook_ads__campaign_report') }}
+),
+
+url_report as (
+
+    select 
+        sum(conversion_value) as total_value
+    from {{ ref('facebook_ads__url_report') }}
+),
+
+ad_w_url_report as (
+
+    select 
+        sum(ads.conversion_value) as total_value
+    from {{ ref('facebook_ads__ad_report') }} ads
+    join {{ ref('facebook_ads__url_report') }} urls
+        on ads.ad_id = urls.ad_id
+        and ads.date_day = urls.date_day
+)
+
+select 
+    'ad vs account' as comparison
+from ad_report 
+join account_report on true
+where ad_report.total_value != account_report.total_value
+
+union all 
+
+select 
+    'ad vs ad set' as comparison
+from ad_report 
+join ad_set_report on true
+where ad_report.total_value != ad_set_report.total_value
+
+union all 
+
+select 
+    'ad vs campaign' as comparison
+from ad_report 
+join campaign_report on true
+where ad_report.total_value != campaign_report.total_value
+
+union all 
+
+select 
+    'ad vs url' as comparison
+from ad_w_url_report 
+join url_report on true
+where ad_w_url_report.total_value != url_report.total_value
\ No newline at end of file
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index 24df537..e5558c6 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -4,16 +4,15 @@ with report as (
     from {{ var('basic_ad_actions') }}
 ),
 
-limit_action_types as (
+metrics as (
 
     select
         source_relation,
-        action_type,
         ad_id,
         date_day,
-        conversion_value
+        sum(conversion_value) as conversion_value
 
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics') }}
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}
 
     from report
     where 
@@ -30,7 +29,9 @@ limit_action_types as (
         {%- endif -%}
         ) {% if not loop.last %} or {% endif %}
     {%- endfor %}
+
+    group by 1,2,3
 )
 
 select * 
-from limit_action_types
\ No newline at end of file
+from metrics
\ No newline at end of file

From 2ded6de1de6974f6681637aaebb74e3b751afc6c Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 15:29:36 -0700
Subject: [PATCH 08/44] revert local stuff

---
 integration_tests/dbt_project.yml | 18 +++++++-----------
 1 file changed, 7 insertions(+), 11 deletions(-)

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index bdf31d6..8d09367 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -3,18 +3,14 @@ version: '0.8.0'
 profile: 'integration_tests'
 config-version: 2
 
-models:
-  +schema: "facebook_ads_{{ var('directed_schema','dev') }}"
-
 vars:
-  facebook_ads_schema: facebook_ads_dbt
-  # facebook_ads_account_history_identifier: "facebook_ads_account_history_data"
-  # facebook_ads_ad_history_identifier: "facebook_ads_ad_history_data"
-  # facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
-  # facebook_ads_basic_ad_identifier: "facebook_ads_basic_ad_data"
-  # facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
-  # facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
-  # facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
+  facebook_ads_account_history_identifier: "facebook_ads_account_history_data"
+  facebook_ads_ad_history_identifier: "facebook_ads_ad_history_data"
+  facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
+  facebook_ads_basic_ad_identifier: "facebook_ads_basic_ad_data"
+  facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
+  facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
+  facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
   facebook_ads__basic_ad_actions_passthrough_metrics: 
     - name: 'inline'
       alias: 'conversion_value_inline'

From bb28474ca725a493f4a76aaeb8ad14b6dfc2c52b Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 16:07:54 -0700
Subject: [PATCH 09/44] buildkite

---
 integration_tests/dbt_project.yml             |  7 ++-
 .../consistency/consistency_ad_set_report.sql | 45 +++++++++++++++++++
 .../consistency_campaign_report.sql           | 45 +++++++++++++++++++
 .../consistency/consistency_url_report.sql    | 45 +++++++++++++++++++
 4 files changed, 141 insertions(+), 1 deletion(-)
 create mode 100644 integration_tests/tests/consistency/consistency_ad_set_report.sql
 create mode 100644 integration_tests/tests/consistency/consistency_campaign_report.sql
 create mode 100644 integration_tests/tests/consistency/consistency_url_report.sql

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 8d09367..1ec2a35 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -4,6 +4,7 @@ profile: 'integration_tests'
 config-version: 2
 
 vars:
+  facebook_ads_schema: facebook_ads_integration_tests
   facebook_ads_account_history_identifier: "facebook_ads_account_history_data"
   facebook_ads_ad_history_identifier: "facebook_ads_ad_history_data"
   facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
@@ -17,7 +18,11 @@ vars:
     - name: '_1_d_view'
     - name: '_7_d_click'
     - name: '_28_d_click'
-    
+  facebook_ads__basic_ad_passthrough_metrics:
+    - name: "reach"
+    - name: "frequency"
+      alias: "fake_freq_name"
+
 seeds:
   facebook_ads_integration_tests:
     +column_types:
diff --git a/integration_tests/tests/consistency/consistency_ad_set_report.sql b/integration_tests/tests/consistency/consistency_ad_set_report.sql
new file mode 100644
index 0000000..88a17ef
--- /dev/null
+++ b/integration_tests/tests/consistency/consistency_ad_set_report.sql
@@ -0,0 +1,45 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
+with prod as (
+    select
+        ad_set_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report
+    group by 1
+),
+
+dev as (
+    select
+        ad_set_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report
+    group by 1
+),
+
+final as (
+    select 
+        prod.ad_set_id,
+        prod.clicks as prod_clicks,
+        dev.clicks as dev_clicks,
+        prod.impressions as prod_impressions,
+        dev.impressions as dev_impressions,
+        prod.spend as prod_spend,
+        dev.spend as dev_spend
+    from prod
+    full outer join dev 
+        on dev.ad_set_id = prod.ad_set_id
+)
+
+select *
+from final
+where
+    abs(prod_clicks - dev_clicks) >= .01
+    or abs(prod_impressions - dev_impressions) >= .01
+    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_campaign_report.sql b/integration_tests/tests/consistency/consistency_campaign_report.sql
new file mode 100644
index 0000000..50db1cc
--- /dev/null
+++ b/integration_tests/tests/consistency/consistency_campaign_report.sql
@@ -0,0 +1,45 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
+with prod as (
+    select
+        campaign_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report
+    group by 1
+),
+
+dev as (
+    select
+        campaign_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report
+    group by 1
+),
+
+final as (
+    select 
+        prod.campaign_id,
+        prod.clicks as prod_clicks,
+        dev.clicks as dev_clicks,
+        prod.impressions as prod_impressions,
+        dev.impressions as dev_impressions,
+        prod.spend as prod_spend,
+        dev.spend as dev_spend
+    from prod
+    full outer join dev 
+        on dev.campaign_id = prod.campaign_id
+)
+
+select *
+from final
+where
+    abs(prod_clicks - dev_clicks) >= .01
+    or abs(prod_impressions - dev_impressions) >= .01
+    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_url_report.sql b/integration_tests/tests/consistency/consistency_url_report.sql
new file mode 100644
index 0000000..a961f52
--- /dev/null
+++ b/integration_tests/tests/consistency/consistency_url_report.sql
@@ -0,0 +1,45 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
+with prod as (
+    select
+        ad_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report
+    group by 1
+),
+
+dev as (
+    select
+        ad_id,
+        sum(clicks) as clicks, 
+        sum(impressions) as impressions,
+        sum(spend) as spend
+    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report
+    group by 1
+),
+
+final as (
+    select 
+        prod.ad_id,
+        prod.clicks as prod_clicks,
+        dev.clicks as dev_clicks,
+        prod.impressions as prod_impressions,
+        dev.impressions as dev_impressions,
+        prod.spend as prod_spend,
+        dev.spend as dev_spend
+    from prod
+    full outer join dev 
+        on dev.ad_id = prod.ad_id
+)
+
+select *
+from final
+where
+    abs(prod_clicks - dev_clicks) >= .01
+    or abs(prod_impressions - dev_impressions) >= .01
+    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file

From ff24d9eefe4ea89979b5e8df36a0710fc18231aa Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 21 May 2024 16:15:04 -0700
Subject: [PATCH 10/44] bk

---
 CHANGELOG.md                      | 6 +++---
 integration_tests/dbt_project.yml | 4 ----
 2 files changed, 3 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c94d02a..deaddae 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,17 +1,17 @@
 # dbt_facebook_ads v0.8.0
 
 ## Feature Updates
-Introducing...conversion metrics ([PR #41](https://github.com/fivetran/dbt_facebook_ads/pull/41))!
+Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43))!
 - Adds a `conversion_value` field to each `_report` end model, representing the value of conversions (calculated using the default attribution window set in Meta) that occurred on each day for each ad/campaign/ad set/url/account.
 - Creates a `facebook_ads__basic_ad_actions_passthrough_metrics` variable to pass through additional conversion value metrics that are calculated using different attribution windows. 
   - By default, the package includes only the conversion value calculated using the default attribution window, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new var.
 
 ## Documentation
-- Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #41](https://github.com/fivetran/dbt_facebook_ads/pull/41)).
+- Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 
 ## Under the Hood
 - Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40)).
-- Updated the PR templates to align with our most up-to-date standards ([PR #41](https://github.com/fivetran/dbt_facebook_ads/pull/41)).
+- Updated the PR templates to align with our most up-to-date standards ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 
 # dbt_facebook_ads v0.7.2
 
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 1ec2a35..74def15 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -18,10 +18,6 @@ vars:
     - name: '_1_d_view'
     - name: '_7_d_click'
     - name: '_28_d_click'
-  facebook_ads__basic_ad_passthrough_metrics:
-    - name: "reach"
-    - name: "frequency"
-      alias: "fake_freq_name"
 
 seeds:
   facebook_ads_integration_tests:

From a7a82f3d0160e661b5798cf94c82b06c2d4c90d2 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 22 May 2024 10:57:48 -0700
Subject: [PATCH 11/44] empty var work

---
 README.md                                | 13 ++++++-----
 dbt_project.yml                          | 29 ++++++++++++------------
 integration_tests/dbt_project.yml        |  3 +++
 models/facebook_ads__account_report.sql  |  2 +-
 models/facebook_ads__ad_report.sql       |  2 +-
 models/facebook_ads__ad_set_report.sql   |  2 +-
 models/facebook_ads__campaign_report.sql |  2 +-
 models/facebook_ads__url_report.sql      |  2 +-
 8 files changed, 29 insertions(+), 26 deletions(-)

diff --git a/README.md b/README.md
index 7f5e7e1..8cb72b6 100644
--- a/README.md
+++ b/README.md
@@ -55,10 +55,10 @@ dispatch:
     search_order: ['spark_utils', 'dbt_utils']
 ```
 
-## Step 2: Install the package
+## Step 2: Install the package (skip if also using the `ad_reporting` combo package)
 Include the following facebook_ads package version in your `packages.yml` file:
 > TIP: Check [dbt Hub](https://hub.getdbt.com/) for the latest installation instructions or [read the dbt docs](https://docs.getdbt.com/docs/package-management) for more information on installing packages.
-```yaml
+```yml
 packages:
   - package: fivetran/facebook_ads
     version: [">=0.8.0", "<0.9.0"] # we recommend using ranges to capture non-breaking changes automatically
@@ -128,16 +128,18 @@ By default, this package considers the following kinds of `action_types` to be c
 | `offsite_conversion.fb_pixel_search`  | The number of "search" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 | `offsite_conversion.fb_pixel_view_content`  | The number of "view content" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 
-However, you may choose your own `action_types` to consider as conversions. To do so, provide each action type to the below `facebook_ads__conversion_action_types` variable. For each action type, provide either an exact `name` or a consistent `pattern` of naming convention. You may also provide an optional `where_sql` argument for each action type, in case you would like to dynamically choose conversion actions based on other columns (ie `source_relation` if you are running the package on multiple advertisers' datasets).
+However, you may choose your own `action_types` to consider as conversions. To do so, provide each action type to the below `facebook_ads__conversion_action_types` variable. For each action type, provide either an exact `name` OR a consistent `pattern` of naming convention. You may also provide an optional `where_sql` argument for each action type, in case you would like to dynamically choose conversion actions based on other columns (ie `source_relation` if you are running the package on multiple advertisers' datasets).
 
 ```yml
 # dbt_project.yml
 vars:
-  facebook_ads__conversion_action_types: 
+  facebook_ads__conversion_action_types: # case-insensitive
     - name: exact_conversion_action_type_name # will grab `basic_ad_actions` records where action_type = 'exact_conversion_action_type_name'
     - pattern: %custom% # will grab `basic_ad_actions` records where action_type like '%custom%'
     - name: very_specific_conversion_action
       where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where (action_type = very_specific_conversion_action and {{ where_sql }})
+    - pattern: subscribe%
+      where_sql: source_relation = 'advertiser who only cares about subscriptions' # will grab `basic_ad_actions` records where (action_type like 'subscribe%' and {{ where_sql }})
 ```
 
 > **Note**: Please ensure to exercise due diligence when adding or removing conversion action types. The action types added by default have been heavily vetted by our friends at [Seer Interactive](https://www.seerinteractive.com/) and the Fivetran team maintaining this package for accuracy. There are many ways to accidentally double-count conversion values, as some action types are hierarchical/aggregates or overlap with others. Reference the action type descriptions in the Meta [API docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/) to ensure you select action types that appropriately and accurately fit your use case.
@@ -154,7 +156,7 @@ models:
 ```
     
 ### Change the source table references
-If an individual source table has a different name than the package expects, add the table name as it appears in your destination to the respective variable:
+If an individual source table has a different name than the package expects, add the table name as it appears in your destination to the respective variable. This is not available when running the package on multiple unioned connectors.
 
 > IMPORTANT: See this project's [`dbt_project.yml`](https://github.com/fivetran/dbt_facebook_ads/blob/main/dbt_project.yml) variable declarations to see the expected names.
 
@@ -200,4 +202,3 @@ We highly encourage and welcome contributions to this package. Check out [this d
 # 🏪 Are there any resources available?
 - If you have questions or want to reach out for help, please refer to the [GitHub Issue](https://github.com/fivetran/dbt_facebook_ads/issues/new/choose) section to find the right avenue of support for you.
 - If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW).
-- Have questions or want to be part of the community discourse? Create a post in the [Fivetran community](https://community.fivetran.com/t5/user-group-for-dbt/gh-p/dbt-user-group) and our team along with the community can join in on the discussion!
diff --git a/dbt_project.yml b/dbt_project.yml
index 32ed4dc..1e74ad3 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -19,18 +19,17 @@ vars:
     creative_history: "{{ ref('stg_facebook_ads__creative_history') }}"
     url_tag: "{{ ref('stg_facebook_ads__url_tag') }}"
 
-  facebook_ads__conversion_action_types:
-    - name: onsite_conversion.purchase
-    - name: onsite_conversion.lead_grouped
-      # where_sql: source_relation != 'facebook_ads_new'
-    - pattern: offsite_conversion.custom%
-    - name: offsite_conversion.fb_pixel_add_payment_info
-    - name: offsite_conversion.fb_pixel_add_to_cart
-    - name: offsite_conversion.fb_pixel_add_to_wishlist
-    - name: offsite_conversion.fb_pixel_complete_registration
-    - name: offsite_conversion.fb_pixel_custom
-    - name: offsite_conversion.fb_pixel_initiate_checkout
-    - name: offsite_conversion.fb_pixel_lead
-    - name: offsite_conversion.fb_pixel_purchase
-    - name: offsite_conversion.fb_pixel_search
-    - name: offsite_conversion.fb_pixel_view_content
\ No newline at end of file
+    facebook_ads__conversion_action_types: # default values
+      - name: onsite_conversion.purchase
+      - name: onsite_conversion.lead_grouped
+      - pattern: offsite_conversion.custom%
+      - name: offsite_conversion.fb_pixel_add_payment_info
+      - name: offsite_conversion.fb_pixel_add_to_cart
+      - name: offsite_conversion.fb_pixel_add_to_wishlist
+      - name: offsite_conversion.fb_pixel_complete_registration
+      - name: offsite_conversion.fb_pixel_custom
+      - name: offsite_conversion.fb_pixel_initiate_checkout
+      - name: offsite_conversion.fb_pixel_lead
+      - name: offsite_conversion.fb_pixel_purchase
+      - name: offsite_conversion.fb_pixel_search
+      - name: offsite_conversion.fb_pixel_view_content
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 74def15..db45eea 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -18,6 +18,9 @@ vars:
     - name: '_1_d_view'
     - name: '_7_d_click'
     - name: '_28_d_click'
+  facebook_ads__conversion_action_types:
+    - name: lead
+    - pattern: offsite_conversion%
 
 seeds:
   facebook_ads_integration_tests:
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 564537f..e06b138 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -41,7 +41,7 @@ joined as (
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
 
         {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
             {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
                 , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
             {% endfor %}
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index edeb71b..8dd9d6e 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -66,7 +66,7 @@ joined as (
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
 
         {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
             {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
                 , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
             {% endfor %}
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index 01a4fe2..75470c7 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -70,7 +70,7 @@ joined as (
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
         
         {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
             {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
                 , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
             {% endfor %}
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index 8cd72a9..1d78d05 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -60,7 +60,7 @@ joined as (
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
 
         {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
             {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
                 , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
             {% endfor %}
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index 42628b9..85182a0 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -83,7 +83,7 @@ joined as (
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
 
         {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
+        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
             {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
                 , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
             {% endfor %}

From c01bda46868631d8a7c65ec61b964dce461c6c53 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 22 May 2024 11:09:57 -0700
Subject: [PATCH 12/44] whitespace

---
 models/facebook_ads__ad_set_report.sql | 1 -
 1 file changed, 1 deletion(-)

diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index 75470c7..c654e75 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -14,7 +14,6 @@ conversion_report as (
 
 ), 
 
-
 accounts as (
 
     select *

From fffe65900bc34c941697e6c6b483e7fd63d1e034 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 23 May 2024 13:21:29 -0700
Subject: [PATCH 13/44] Update integration_tests/dbt_project.yml

Co-authored-by: Joe Markiewicz <74217849+fivetran-joemarkiewicz@users.noreply.github.com>
---
 integration_tests/dbt_project.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index db45eea..3d0ba50 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -21,6 +21,9 @@ vars:
   facebook_ads__conversion_action_types:
     - name: lead
     - pattern: offsite_conversion%
+    
+models:
+  +schema: "facebook_ads_{{ var('directed_schema','dev') }}"
 
 seeds:
   facebook_ads_integration_tests:

From 64006dc5d09219d04931f718f9cac4d75cf0db83 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 23 May 2024 13:21:40 -0700
Subject: [PATCH 14/44] Update CHANGELOG.md

Co-authored-by: Joe Markiewicz <74217849+fivetran-joemarkiewicz@users.noreply.github.com>
---
 CHANGELOG.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index deaddae..0ff1733 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,7 +4,7 @@
 Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43))!
 - Adds a `conversion_value` field to each `_report` end model, representing the value of conversions (calculated using the default attribution window set in Meta) that occurred on each day for each ad/campaign/ad set/url/account.
 - Creates a `facebook_ads__basic_ad_actions_passthrough_metrics` variable to pass through additional conversion value metrics that are calculated using different attribution windows. 
-  - By default, the package includes only the conversion value calculated using the default attribution window, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new var.
+  - By default, the package includes only the conversion value calculated using the default attribution window, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variable.
 
 ## Documentation
 - Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).

From 33c4fc47a140412a039cf543a7e1c22d13c95793 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 23 May 2024 14:25:45 -0700
Subject: [PATCH 15/44] use macro

---
 CHANGELOG.md                                         |  4 ++++
 macros/facebook_ads_persist_pass_through_columns.sql | 11 +++++++++++
 models/facebook_ads__account_report.sql              |  8 +-------
 models/facebook_ads__ad_report.sql                   |  8 +-------
 models/facebook_ads__ad_set_report.sql               |  9 ++-------
 models/facebook_ads__campaign_report.sql             |  8 +-------
 models/facebook_ads__url_report.sql                  |  8 +-------
 7 files changed, 21 insertions(+), 35 deletions(-)
 create mode 100644 macros/facebook_ads_persist_pass_through_columns.sql

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0ff1733..240046e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -13,6 +13,10 @@ Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_faceb
 - Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40)).
 - Updated the PR templates to align with our most up-to-date standards ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 
+## Contributors
+[Seer Interactive](https://www.seerinteractive.com/)
+<More to be added>
+
 # dbt_facebook_ads v0.7.2
 
 [PR #38](https://github.com/fivetran/dbt_facebook_ads/pull/38) includes the following updates: 
diff --git a/macros/facebook_ads_persist_pass_through_columns.sql b/macros/facebook_ads_persist_pass_through_columns.sql
new file mode 100644
index 0000000..25b4041
--- /dev/null
+++ b/macros/facebook_ads_persist_pass_through_columns.sql
@@ -0,0 +1,11 @@
+{# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces #}
+
+{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}
+
+{% if var(pass_through_variable, none) %}
+    {% for field in var(pass_through_variable) %}
+        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field.alias if field.alias else field.name }}
+    {% endfor %}
+{% endif %}
+
+{% endmacro %}
\ No newline at end of file
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index e06b138..e440579 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -39,13 +39,7 @@ joined as (
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
-
-        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
-            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
-                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
-            {% endfor %}
-        {% endif %}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index 8dd9d6e..b18a673 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -64,13 +64,7 @@ joined as (
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
-
-        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
-            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
-                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
-            {% endfor %}
-        {% endif %}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index c654e75..bad7964 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -67,13 +67,8 @@ joined as (
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
-        
-        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
-            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
-                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
-            {% endfor %}
-        {% endif %}    
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
+
     from report 
     left join conversion_report
         on report.date_day = conversion_report.date_day
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index 1d78d05..4daaf6a 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -58,13 +58,7 @@ joined as (
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
-
-        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
-            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
-                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
-            {% endfor %}
-        {% endif %}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index 85182a0..630a624 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -81,13 +81,7 @@ joined as (
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
-
-        {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces, since the conversion_report is on the right side of a left join #}
-        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics', none) %}
-            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}
-                , sum( coalesce({{ field.alias if field.alias else field.name }}, 0)) as {{ field.alias if field.alias else field.name }}
-            {% endfor %}
-        {% endif %}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report
     left join conversion_report

From 7ccbf4ac55e5371a502bd9303c4e70755cf26cff Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 23 May 2024 14:30:05 -0700
Subject: [PATCH 16/44] more docs and remove second reviewer bot

---
 .github/workflows/add-2nd-reviewer.yml | 10 ----------
 CHANGELOG.md                           |  2 ++
 2 files changed, 2 insertions(+), 10 deletions(-)
 delete mode 100644 .github/workflows/add-2nd-reviewer.yml

diff --git a/.github/workflows/add-2nd-reviewer.yml b/.github/workflows/add-2nd-reviewer.yml
deleted file mode 100644
index 3f056aa..0000000
--- a/.github/workflows/add-2nd-reviewer.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-name: '2nd reviewer'
-on:
-  pull_request_review:
-    types: [submitted]
-
-jobs:
-  auto_assign_reviewer:
-    if: github.event.review.state == 'approved'
-    uses: fivetran/dbt_package_automations/.github/workflows/add-2nd-reviewer.yml@main
-    secrets: inherit
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 240046e..a6e4a73 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,8 @@ Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_faceb
 ## Under the Hood
 - Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40)).
 - Updated the PR templates to align with our most up-to-date standards ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
+- Removed the now-defunct 2nd reviewer bot workflow ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
+- Added a new [version](https://github.com/fivetran/dbt_facebook_ads/blob/main/macros/facebook_ads_persist_pass_through_columns.sql) of the `persist_pass_through_columns()` [macro](https://github.com/fivetran/dbt_fivetran_utils/blob/v0.4.10/macros/persist_pass_through_columns.sql) in which we can include `coalesces`.
 
 ## Contributors
 [Seer Interactive](https://www.seerinteractive.com/)

From c00cc87bc2481ec70143e1b62524abd3487f2d6d Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 23 May 2024 15:25:37 -0700
Subject: [PATCH 17/44] docs

---
 .github/workflows/add-2nd-reviewer.yml | 10 ++++++++++
 CHANGELOG.md                           |  2 ++
 docs/catalog.json                      |  2 +-
 docs/manifest.json                     |  2 +-
 docs/run_results.json                  |  2 +-
 models/facebook.yml                    |  6 +++++-
 models/facebook_ads__ad_report.sql     |  3 ++-
 models/facebook_ads__ad_set_report.sql |  3 ++-
 8 files changed, 24 insertions(+), 6 deletions(-)
 create mode 100644 .github/workflows/add-2nd-reviewer.yml

diff --git a/.github/workflows/add-2nd-reviewer.yml b/.github/workflows/add-2nd-reviewer.yml
new file mode 100644
index 0000000..3f056aa
--- /dev/null
+++ b/.github/workflows/add-2nd-reviewer.yml
@@ -0,0 +1,10 @@
+name: '2nd reviewer'
+on:
+  pull_request_review:
+    types: [submitted]
+
+jobs:
+  auto_assign_reviewer:
+    if: github.event.review.state == 'approved'
+    uses: fivetran/dbt_package_automations/.github/workflows/add-2nd-reviewer.yml@main
+    secrets: inherit
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index a6e4a73..34d3625 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,8 @@ Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_faceb
 - Adds a `conversion_value` field to each `_report` end model, representing the value of conversions (calculated using the default attribution window set in Meta) that occurred on each day for each ad/campaign/ad set/url/account.
 - Creates a `facebook_ads__basic_ad_actions_passthrough_metrics` variable to pass through additional conversion value metrics that are calculated using different attribution windows. 
   - By default, the package includes only the conversion value calculated using the default attribution window, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variable.
+- Adds `optimization_goal` field to `facebook_ads__ad_set_report` model. This is defined as the optimization goal this ad set is using, possible values of which are defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
+- Adds `conversion_domain` field to `facebook_ads__ad_report` model. This is defined as the domain you've configured the ad to convert to.
 
 ## Documentation
 - Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
diff --git a/docs/catalog.json b/docs/catalog.json
index 2ba08bb..e69907b 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.3", "generated_at": "2023-12-12T20:36:44.566840Z", "invocation_id": "77c5013a-bc8c-43a8-b5fc-9ba07233c38f", "env": {}}, "nodes": {"seed.facebook_ads_integration_tests.facebook_ads_account_history_data": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests", "name": "facebook_ads_account_history_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "bigint", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests", "name": "facebook_ads_ad_history_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "bigint", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "bigint", "index": 2, "name": "account_id", "comment": null}, "ad_set_id": {"type": "bigint", "index": 3, "name": "ad_set_id", "comment": null}, "campaign_id": {"type": "bigint", "index": 4, "name": "campaign_id", "comment": null}, "creative_id": {"type": "bigint", "index": 5, "name": "creative_id", "comment": null}, "name": {"type": "text", "index": 6, "name": "name", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "timestamp without time zone", "index": 8, "name": "updated_time", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests", "name": "facebook_ads_ad_set_history_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "bigint", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "bigint", "index": 2, "name": "account_id", "comment": null}, "campaign_id": {"type": "bigint", "index": 3, "name": "campaign_id", "comment": null}, "name": {"type": "text", "index": 4, "name": "name", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 5, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "timestamp without time zone", "index": 6, "name": "updated_time", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests", "name": "facebook_ads_basic_ad_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"ad_id": {"type": "bigint", "index": 1, "name": "ad_id", "comment": null}, "date": {"type": "date", "index": 2, "name": "date", "comment": null}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": null}, "impressions": {"type": "integer", "index": 4, "name": "impressions", "comment": null}, "inline_link_clicks": {"type": "integer", "index": 5, "name": "inline_link_clicks", "comment": null}, "spend": {"type": "double precision", "index": 6, "name": "spend", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data"}, "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests", "name": "facebook_ads_campaign_history_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "bigint", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "bigint", "index": 2, "name": "account_id", "comment": null}, "name": {"type": "text", "index": 3, "name": "name", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 4, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "timestamp without time zone", "index": 5, "name": "updated_time", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests", "name": "facebook_ads_creative_history_data", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"page_link": {"type": "character varying", "index": 1, "name": "page_link", "comment": null}, "template_page_link": {"type": "character varying", "index": 2, "name": "template_page_link", "comment": null}, "id": {"type": "bigint", "index": 3, "name": "id", "comment": null}, "account_id": {"type": "bigint", "index": 4, "name": "account_id", "comment": null}, "name": {"type": "text", "index": 5, "name": "name", "comment": null}, "url_tags": {"type": "text", "index": 6, "name": "url_tags", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "asset_feed_spec_link_urls": {"type": "text", "index": 8, "name": "asset_feed_spec_link_urls", "comment": null}, "object_story_link_data_child_attachments": {"type": "text", "index": 9, "name": "object_story_link_data_child_attachments", "comment": null}, "object_story_link_data_caption": {"type": "text", "index": 10, "name": "object_story_link_data_caption", "comment": null}, "object_story_link_data_description": {"type": "text", "index": 11, "name": "object_story_link_data_description", "comment": null}, "object_story_link_data_link": {"type": "text", "index": 12, "name": "object_story_link_data_link", "comment": null}, "object_story_link_data_message": {"type": "text", "index": 13, "name": "object_story_link_data_message", "comment": null}, "template_app_link_spec_ios": {"type": "text", "index": 14, "name": "template_app_link_spec_ios", "comment": null}, "_fivetran_id": {"type": "text", "index": 15, "name": "_fivetran_id", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data"}, "model.facebook_ads.facebook_ads__account_report": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__account_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "text", "index": 4, "name": "account_name", "comment": null}, "account_status": {"type": "text", "index": 5, "name": "account_status", "comment": null}, "business_country_code": {"type": "text", "index": 6, "name": "business_country_code", "comment": null}, "created_at": {"type": "timestamp without time zone", "index": 7, "name": "created_at", "comment": null}, "currency": {"type": "text", "index": 8, "name": "currency", "comment": null}, "timezone_name": {"type": "text", "index": 9, "name": "timezone_name", "comment": null}, "clicks": {"type": "bigint", "index": 10, "name": "clicks", "comment": null}, "impressions": {"type": "bigint", "index": 11, "name": "impressions", "comment": null}, "spend": {"type": "double precision", "index": 12, "name": "spend", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__account_report"}, "model.facebook_ads.facebook_ads__ad_report": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__ad_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "text", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "bigint", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "text", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "bigint", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "text", "index": 8, "name": "ad_set_name", "comment": null}, "ad_id": {"type": "bigint", "index": 9, "name": "ad_id", "comment": null}, "ad_name": {"type": "text", "index": 10, "name": "ad_name", "comment": null}, "clicks": {"type": "bigint", "index": 11, "name": "clicks", "comment": null}, "impressions": {"type": "bigint", "index": 12, "name": "impressions", "comment": null}, "spend": {"type": "double precision", "index": 13, "name": "spend", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__ad_report"}, "model.facebook_ads.facebook_ads__ad_set_report": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__ad_set_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "text", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "bigint", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "text", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "bigint", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "text", "index": 8, "name": "ad_set_name", "comment": null}, "start_at": {"type": "timestamp without time zone", "index": 9, "name": "start_at", "comment": null}, "end_at": {"type": "timestamp without time zone", "index": 10, "name": "end_at", "comment": null}, "bid_strategy": {"type": "text", "index": 11, "name": "bid_strategy", "comment": null}, "daily_budget": {"type": "integer", "index": 12, "name": "daily_budget", "comment": null}, "budget_remaining": {"type": "integer", "index": 13, "name": "budget_remaining", "comment": null}, "clicks": {"type": "bigint", "index": 14, "name": "clicks", "comment": null}, "impressions": {"type": "bigint", "index": 15, "name": "impressions", "comment": null}, "spend": {"type": "double precision", "index": 16, "name": "spend", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__ad_set_report"}, "model.facebook_ads.facebook_ads__campaign_report": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__campaign_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "text", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "bigint", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "text", "index": 6, "name": "campaign_name", "comment": null}, "start_at": {"type": "timestamp without time zone", "index": 7, "name": "start_at", "comment": null}, "end_at": {"type": "timestamp without time zone", "index": 8, "name": "end_at", "comment": null}, "status": {"type": "text", "index": 9, "name": "status", "comment": null}, "daily_budget": {"type": "integer", "index": 10, "name": "daily_budget", "comment": null}, "lifetime_budget": {"type": "integer", "index": 11, "name": "lifetime_budget", "comment": null}, "budget_remaining": {"type": "double precision", "index": 12, "name": "budget_remaining", "comment": null}, "clicks": {"type": "bigint", "index": 13, "name": "clicks", "comment": null}, "impressions": {"type": "bigint", "index": 14, "name": "impressions", "comment": null}, "spend": {"type": "double precision", "index": 15, "name": "spend", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__campaign_report"}, "model.facebook_ads.facebook_ads__url_report": {"metadata": {"type": "BASE TABLE", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__url_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "text", "index": 4, 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"description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "table", "enabled": true}, "created_at": 1702413388.002662, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n    from report\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\ncreatives as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"int_facebook_ads__creative_history\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "table", "enabled": true}, "created_at": 1702413388.0054688, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "07b12378e6c3ee119d610c70866656fd4413354742494e25ea0a697b3e1baace"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "table", "enabled": true}, "created_at": 1702413388.0041971, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__campaign_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "7c56dfc810becb760e32cdff86b02d2328848bc3402300faa8f90266b39eb0ad"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "table", "enabled": true}, "created_at": 1702413388.004571, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__account_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "f382a5d9801d8b2cef8e358c6691347c9c6a346d7b1e1c0ed4e2ba81e33f166d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "table", "enabled": true}, "created_at": 1702413388.003319, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(10) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "3a0c7f0dc6eabe850e971dd31b5845c1d99e7ffbcaf5d566a6a4f8409fa6b803"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "table", "enabled": true}, "created_at": 1702413388.0037801, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_set_report\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(13) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads", "materialized": "view", "enabled": true}, "created_at": 1702413387.789512, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"int_facebook_ads__creative_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        '?',\n        1\n        )\n\n\n  \n\n as base_url,\n        \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/',\n        1\n        )\n\n\n  \n\n,\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_host,\n        '/' || \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n    right(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    position(\n        '/' in \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ), 0),\n            \n\n    position(\n        '?' in \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ) - 1\n            )\n    ),\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_source=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_medium=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_campaign=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_content=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_term=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "8e4faa7e8adacb672f3c641e72d61d59c0aabcf82a2a69f0fefcc7e1294dfefd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "table", "enabled": true}, "created_at": 1702413388.086977, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend,\n        reach,\n        frequency\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as TEXT) as \n    \n    ad_name\n    \n , \n    cast(null as TEXT) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as integer) as \n    \n    reach\n    \n , \n    cast(null as float) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend,\n        reach,\n        frequency\n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "e7ee8204dfc12cff5307f14fe698c649a4319021dec0cf3580fb7aeec5e77c53"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "table", "enabled": true}, "created_at": 1702413388.086308, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as TEXT) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as TEXT) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as TEXT) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "279c7da0945216ce51d42706b4288c88ea5b71d6bcc881d033c8c1a82a163764"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "table", "enabled": true}, "created_at": 1702413388.0841339, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as integer) as \n    \n    daily_budget\n    \n , \n    cast(null as integer) as \n    \n    lifetime_budget\n    \n , \n    cast(null as float) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "0520c410e35528d094a94d55221d42bd1b89f8fe90f70f6bd31c5587326cbd85"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "table", "enabled": true}, "created_at": 1702413388.081347, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as TEXT) as \n    \n    account_status\n    \n , \n    cast(null as TEXT) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as TEXT) as \n    \n    currency\n    \n , \n    cast(null as TEXT) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "f76e22e5a2fb5d0e2e189e1e5fe26ab101f0f86144053bf1a70f71dcd0452cca"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "table", "enabled": true}, "created_at": 1702413388.081972, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n\n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "491f31048bffe835ce1771a0c637469cc35c2a3fafe68f16419d93c5bdcea8e6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "table", "enabled": true}, "created_at": 1702413388.083144, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as TEXT) as \n    \n    bid_strategy\n    \n , \n    cast(null as integer) as \n    \n    daily_budget\n    \n , \n    cast(null as integer) as \n    \n    budget_remaining\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "view", "enabled": true}, "created_at": 1702413387.93068, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_ad_set_history_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "view", "enabled": true}, "created_at": 1702413387.947434, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_basic_ad_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "view", "enabled": true}, "created_at": 1702413387.9512892, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_ad_history_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "view", "enabled": true}, "created_at": 1702413387.9558232, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_campaign_history_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "view", "enabled": true}, "created_at": 1702413387.959548, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_creative_history_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "postgres", "schema": "facebook_ads_integration_tests_facebook_ads_source", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_source", "materialized": "view", "enabled": true}, "created_at": 1702413387.963331, "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history_tmp\"", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_account_history_data\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": true}, "created_at": 1702413388.0470111, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_report\"\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1702413388.048723, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_report\"\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report"}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.0553322, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_report\"\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1702413388.056347, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_report\"\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report"}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.058837, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_set_report\"\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1702413388.059842, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_set_report\"\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report"}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.062378, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__campaign_report\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1702413388.063416, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__campaign_report\"\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report"}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.0659578, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__account_report\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1702413388.066956, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__account_report\"\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report"}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.069358, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1702413388.0703502, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags"}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.0874329, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.088515, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1702413388.089515, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.0920131, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.0929909, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1702413388.094111, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.096423, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.0974112, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1702413388.098546, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.100872, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.102017, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1702413388.102999, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.105408, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.106386, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation__creative_id___fivetran_synced.70610714a9": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "creative_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation__creative_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_e48f84c8ad4c2d29a6b840a1e0b5f2ee.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation__creative_id___fivetran_synced.70610714a9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation__creative_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_e48f84c8ad4c2d29a6b840a1e0b5f2ee", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_e48f84c8ad4c2d29a6b840a1e0b5f2ee", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_e48f84c8ad4c2d29a6b840a1e0b5f2ee"}, "created_at": 1702413388.107363, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_e48f84c8ad4c2d29a6b840a1e0b5f2ee\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_e48f84c8ad4c2d29a6b840a1e0b5f2ee.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, creative_id, _fivetran_synced\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\n    group by source_relation, creative_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.109778, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702413388.110801, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "facebook_ads_integration_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1702413388.111889, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "postgres", "schema": "facebook_ads_integration_tests", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_account_history_data\"", "created_at": 1702413388.154469}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "postgres", "schema": "facebook_ads_integration_tests", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_ad_history_data\"", "created_at": 1702413388.154612}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "postgres", "schema": "facebook_ads_integration_tests", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_ad_set_history_data\"", "created_at": 1702413388.15472}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "postgres", "schema": "facebook_ads_integration_tests", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_basic_ad_data\"", "created_at": 1702413388.1548219}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "postgres", "schema": "facebook_ads_integration_tests", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_campaign_history_data\"", "created_at": 1702413388.1549199}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "postgres", "schema": "facebook_ads_integration_tests", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_creative_history_data\"", "created_at": 1702413388.155026}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n    now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.048275, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n    {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.048501, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n  {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.04861, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n    current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.048715, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n    (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0488262, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n  {%- call statement('catalog', fetch_result=True) -%}\n\n    {#\n      If the user has multiple databases set and the first one is wrong, this will fail.\n      But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n    #}\n    {% set database = information_schema.database %}\n    {{ adapter.verify_database(database) }}\n\n    select\n        '{{ database }}' as table_database,\n        sch.nspname as table_schema,\n        tbl.relname as table_name,\n        case tbl.relkind\n            when 'v' then 'VIEW'\n            when 'm' then 'MATERIALIZED VIEW'\n            else 'BASE TABLE'\n        end as table_type,\n        tbl_desc.description as table_comment,\n        col.attname as column_name,\n        col.attnum as column_index,\n        pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n        col_desc.description as column_comment,\n        pg_get_userbyid(tbl.relowner) as table_owner\n\n    from pg_catalog.pg_namespace sch\n    join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n    join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n    left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n    left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n    where (\n      {%- for relation in relations -%}\n        {%- if relation.identifier -%}\n          (upper(sch.nspname) = upper('{{ relation.schema }}') and\n           upper(tbl.relname) = upper('{{ relation.identifier }}'))\n        {%- else-%}\n          upper(sch.nspname) = upper('{{ relation.schema }}')\n        {%- endif -%}\n        {%- if not loop.last %} or {% endif -%}\n      {%- endfor -%}\n    )\n      and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n      and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n      and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n      and col.attnum > 0 -- negative numbers are used for system columns such as oid\n      and not col.attisdropped -- column as not been dropped\n\n    order by\n        sch.nspname,\n        tbl.relname,\n        col.attnum\n\n  {%- endcall -%}\n\n  {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.050241, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n  {%- set relations = [] -%}\n  {%- for schema in schemas -%}\n    {%- set dummy = relations.append({'schema': schema}) -%}\n  {%- endfor -%}\n  {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0505831, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n  {#\n      -- in pg_depend, objid is the dependent, refobjid is the referenced object\n      --  > a pg_depend entry indicates that the referenced object cannot be\n      --  > dropped without also dropping the dependent object.\n  #}\n\n  {%- call statement('relations', fetch_result=True) -%}\n    with relation as (\n        select\n            pg_rewrite.ev_class as class,\n            pg_rewrite.oid as id\n        from pg_rewrite\n    ),\n    class as (\n        select\n            oid as id,\n            relname as name,\n            relnamespace as schema,\n            relkind as kind\n        from pg_class\n    ),\n    dependency as (\n        select distinct\n            pg_depend.objid as id,\n            pg_depend.refobjid as ref\n        from pg_depend\n    ),\n    schema as (\n        select\n            pg_namespace.oid as id,\n            pg_namespace.nspname as name\n        from pg_namespace\n        where nspname != 'information_schema' and nspname not like 'pg\\_%'\n    ),\n    referenced as (\n        select\n            relation.id AS id,\n            referenced_class.name ,\n            referenced_class.schema ,\n            referenced_class.kind\n        from relation\n        join class as referenced_class on relation.class=referenced_class.id\n        where referenced_class.kind in ('r', 'v', 'm')\n    ),\n    relationships as (\n        select\n            referenced.name as referenced_name,\n            referenced.schema as referenced_schema_id,\n            dependent_class.name as dependent_name,\n            dependent_class.schema as dependent_schema_id,\n            referenced.kind as kind\n        from referenced\n        join dependency on referenced.id=dependency.id\n        join class as dependent_class on dependency.ref=dependent_class.id\n        where\n            (referenced.name != dependent_class.name or\n             referenced.schema != dependent_class.schema)\n    )\n\n    select\n        referenced_schema.name as referenced_schema,\n        relationships.referenced_name as referenced_name,\n        dependent_schema.name as dependent_schema,\n        relationships.dependent_name as dependent_name\n    from relationships\n    join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n    join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n    group by referenced_schema, referenced_name, dependent_schema, dependent_name\n    order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n  {%- endcall -%}\n\n  {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0511942, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n  {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0513148, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n  {%- set unlogged = config.get('unlogged', default=false) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary -%}\n    temporary\n  {%- elif unlogged -%}\n    unlogged\n  {%- endif %} table {{ relation }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced %}\n    {{ get_assert_columns_equivalent(sql) }}\n  {% endif -%}\n  {% if contract_config.enforced and (not temporary) -%}\n      {{ get_table_columns_and_constraints() }} ;\n    insert into {{ relation }} (\n      {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    )\n    {%- set sql = get_select_subquery(sql) %}\n  {% else %}\n    as\n  {% endif %}\n  (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.059117, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n  {%- set index_config = adapter.parse_index(index_dict) -%}\n  {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n  {%- set index_name = index_config.render(relation) -%}\n\n  create {% if index_config.unique -%}\n    unique\n  {%- endif %} index if not exists\n  \"{{ index_name }}\"\n  on {{ relation }} {% if index_config.type -%}\n    using {{ index_config.type }}\n  {%- endif %}\n  ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.059575, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n  {% if relation.database -%}\n    {{ adapter.verify_database(relation.database) }}\n  {%- endif -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier().include(database=False) }}\n  {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.059867, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n  {% if relation.database -%}\n    {{ adapter.verify_database(relation.database) }}\n  {%- endif -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n  {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.060152, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n  {% call statement('get_columns_in_relation', fetch_result=True) %}\n      select\n          column_name,\n          data_type,\n          character_maximum_length,\n          numeric_precision,\n          numeric_scale\n\n      from {{ relation.information_schema('columns') }}\n      where table_name = '{{ relation.identifier }}'\n        {% if relation.schema %}\n        and table_schema = '{{ relation.schema }}'\n        {% endif %}\n      order by ordinal_position\n\n  {% endcall %}\n  {% set table = load_result('get_columns_in_relation').table %}\n  {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.060579, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n  {% call statement('list_relations_without_caching', fetch_result=True) -%}\n    select\n      '{{ schema_relation.database }}' as database,\n      tablename as name,\n      schemaname as schema,\n      'table' as type\n    from pg_tables\n    where schemaname ilike '{{ schema_relation.schema }}'\n    union all\n    select\n      '{{ schema_relation.database }}' as database,\n      viewname as name,\n      schemaname as schema,\n      'view' as type\n    from pg_views\n    where schemaname ilike '{{ schema_relation.schema }}'\n    union all\n    select\n      '{{ schema_relation.database }}' as database,\n      matviewname as name,\n      schemaname as schema,\n      'materialized_view' as type\n    from pg_matviews\n    where schemaname ilike '{{ schema_relation.schema }}'\n  {% endcall %}\n  {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.061273, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n  {% if database_name -%}\n    {{ adapter.verify_database(database_name) }}\n  {%- endif -%}\n  information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.061462, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n  {% if database -%}\n    {{ adapter.verify_database(database) }}\n  {%- endif -%}\n  {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n    select distinct nspname from pg_namespace\n  {% endcall %}\n  {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.061791, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n  {% if information_schema.database -%}\n    {{ adapter.verify_database(information_schema.database) }}\n  {%- endif -%}\n  {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n    select count(*) from pg_namespace where nspname = '{{ schema }}'\n  {% endcall %}\n  {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.062148, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n    {% if dstring %}\n      {% set dt = modules.datetime.datetime.now() %}\n      {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n      {% set suffix = suffix ~ dtstring %}\n    {% endif %}\n    {% set suffix_length = suffix|length %}\n    {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n    {% if suffix_length > relation_max_name_length %}\n        {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n    {% endif %}\n    {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n    {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n  {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.062923, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.06312, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n    {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n    {{ return(temp_relation.incorporate(path={\"schema\": none,\n                                              \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0634172, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n    {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.063668, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n  {% if comment is not string %}\n    {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n  {% endif %}\n  {%- set magic = '$dbt_comment_literal_block$' -%}\n  {%- if magic in comment -%}\n    {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n  {%- endif -%}\n  {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.064053, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n  {% set escaped_comment = postgres_escape_comment(comment) %}\n  comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.064262, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n  {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n  {% for column_name in column_dict if (column_name in existing_columns) %}\n    {% set comment = column_dict[column_name]['description'] %}\n    {% set escaped_comment = postgres_escape_comment(comment) %}\n    comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.064806, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n  select grantee, privilege_type\n  from {{ relation.information_schema('role_table_grants') }}\n      where grantor = current_role\n        and grantee != current_role\n        and table_schema = '{{ relation.schema }}'\n        and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0649889, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0651038, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n    select\n        i.relname                                   as name,\n        m.amname                                    as method,\n        ix.indisunique                              as \"unique\",\n        array_to_string(array_agg(a.attname), ',')  as column_names\n    from pg_index ix\n    join pg_class i\n        on i.oid = ix.indexrelid\n    join pg_am m\n        on m.oid=i.relam\n    join pg_class t\n        on t.oid = ix.indrelid\n    join pg_namespace n\n        on n.oid = t.relnamespace\n    join pg_attribute a\n        on a.attrelid = t.oid\n        and a.attnum = ANY(ix.indkey)\n    where t.relname = '{{ relation.identifier }}'\n      and n.nspname = '{{ relation.schema }}'\n      and t.relkind in ('r', 'm')\n    group by 1, 2, 3\n    order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0652642, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n    drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.065392, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n  {% if arg_dict[\"unique_key\"] %}\n    {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n  {% else %}\n    {% do return(get_incremental_append_sql(arg_dict)) %}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0657501, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    update {{ target }}\n    set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n    from {{ source }} as DBT_INTERNAL_SOURCE\n    where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n      and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n      and {{ target }}.dbt_valid_to is null;\n\n    insert into {{ target }} ({{ insert_cols_csv }})\n    select {% for column in insert_cols -%}\n        DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n    {%- endfor %}\n    from {{ source }} as DBT_INTERNAL_SOURCE\n    where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.066419, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0665548, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n    -- for now just get the indexes, we don't need the name or the query yet\n    {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n    {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.066824, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n    refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.066952, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n    alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0671191, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    -- apply a full refresh immediately if needed\n    {% if configuration_changes.requires_full_refresh %}\n\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n\n    -- otherwise apply individual changes as needed\n    {% else %}\n\n        {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.067969, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n    {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n    {%- for _index_change in index_changes -%}\n        {%- set _index = _index_change.context -%}\n\n        {%- if _index_change.action == \"drop\" -%}\n\n            {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n        {%- elif _index_change.action == \"create\" -%}\n\n            {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n        {%- endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0684102, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n    {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.068671, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n    create materialized view if not exists {{ relation }} as {{ sql }};\n\n    {% for _index_dict in config.get('indexes', []) -%}\n        {{- get_create_index_sql(relation, _index_dict) -}}\n    {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.06901, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n    drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.069134, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n        {% set contract_config = config.get('contract') %}\n        {% if contract_config.enforced %}\n            {{ get_assert_columns_equivalent(sql) }}\n            {{ get_table_columns_and_constraints() }}\n            {%- set sql = get_select_subquery(sql) %}\n        {% endif %}\n    as (\n        {{ sql }}\n    );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0697532, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n    alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0699131, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n    drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.070036, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n\n    create or replace view {{ relation }}\n        {% set contract_config = config.get('contract') %}\n        {% if contract_config.enforced %}\n            {{ get_assert_columns_equivalent(sql) }}\n        {%- endif %}\n    as (\n        {{ sql }}\n    );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0705411, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n    alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0707011, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0709, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        (array_agg(\n            {{ measure }}\n            {% if order_by_clause -%}\n            {{ order_by_clause }}\n            {%- endif %}\n        ))[1:{{ limit_num }}],\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        )\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.071459, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.074364, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n    min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.07451, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n    {%- if datepart == 'quarter' -%}\n    -- postgres dateadd does not support quarter interval.\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n    {%- else -%}\n    {{dbt.default_last_day(date, datepart)}}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.074985, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n  {% else %}\n    {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.075372, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0763788, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.076561, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0766919, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.076821, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.076952, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.077288, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0775628, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0778382, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.078238, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n    when matched\n     and DBT_INTERNAL_DEST.dbt_valid_to is null\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.078485, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.08177, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.081929, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.082133, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set primary_key = config['unique_key'] %}\n    {% set updated_at = config['updated_at'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.082779, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.082934, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.083095, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.084357, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set check_cols_config = config['check_cols'] %}\n    {% set primary_key = config['unique_key'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n    {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0855858, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.089105, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.089364, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.089522, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.089601, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.0897322, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.089835, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.090016, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *,\n            {{ strategy.unique_key }} as dbt_unique_key\n\n        from {{ target_relation }}\n        where dbt_valid_to is null\n\n    ),\n\n    insertions_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n            {{ strategy.scd_id }} as dbt_scd_id\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            {{ strategy.updated_at }} as dbt_valid_to\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where snapshotted_data.dbt_unique_key is null\n           or (\n                snapshotted_data.dbt_unique_key is not null\n            and (\n                {{ strategy.row_changed }}\n            )\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.dbt_scd_id\n\n        from updates_source_data as source_data\n        join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as dbt_valid_from,\n            {{ snapshot_get_time() }} as dbt_updated_at,\n            {{ snapshot_get_time() }} as dbt_valid_to,\n            snapshotted_data.dbt_scd_id\n\n        from snapshotted_data\n        left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where source_data.dbt_unique_key is null\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.090815, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.090989, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n    select *,\n        {{ strategy.scd_id }} as dbt_scd_id,\n        {{ strategy.updated_at }} as dbt_updated_at,\n        {{ strategy.updated_at }} as dbt_valid_from,\n        nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.091212, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.091594, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n  {%- set config = model['config'] -%}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {{ adapter.valid_snapshot_target(target_relation) }}\n\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.097037, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.099524, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.099953, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.100235, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.100582, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.10092, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.105173, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.105529, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.105759, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.106925, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.107139, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.107732, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.110409, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1130712, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.114553, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.115057, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.115659, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.115881, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.116535, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.121908, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.123372, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.123619, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.124508, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.124755, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.125352, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1259341, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.126734, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1269581, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.127131, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1274009, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.127647, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.127914, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.128097, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.12834, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.128512, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.128671, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.128934, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% do adapter.expand_target_column_types(\n             from_relation=temp_relation,\n             to_relation=target_relation) %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.13343, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.138239, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1393301, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1404119, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.141181, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1414049, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.141512, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.141778, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.141902, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1451452, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1480582, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.152359, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.153183, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1534002, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.153826, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.154002, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.154121, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.154252, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.154359, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.154505, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.154616, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.155047, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.155218, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.156373, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.156766, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1571069, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.157589, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.157828, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.158087, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.158444, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.158674, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.159317, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.159658, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.159829, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.160009, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.160192, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.160946, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1621811, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.162574, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.162823, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.163119, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.163311, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.163935, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.164321, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.16451, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.164758, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1650748, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1653209, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.165746, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1661499, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1664572, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.16665, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1668942, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.166992, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.167243, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.167382, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.167661, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1679978, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1682482, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.16838, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.16893, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1691031, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.169365, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1694982, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1697438, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1698759, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.170783, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.170891, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.171381, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.171537, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1716638, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.172933, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.173291, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1736078, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.173864, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.173963, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.174212, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.174348, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.174596, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.174732, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.175508, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.175678, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1760662, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.176685, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.177116, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1772869, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.177451, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.177697, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1778, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.178568, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.178709, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.179818, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1799989, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.180196, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.18044, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1805718, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1809359, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1810849, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.181248, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.181622, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.181942, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.182216, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1824472, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.182954, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.184294, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.184818, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.185081, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.186681, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.18782, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.188501, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.188715, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1889222, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.188992, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.189663, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.190193, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1904068, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.190746, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.19104, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.191193, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.191415, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.191526, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.19227, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.192655, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.192827, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.193286, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1935182, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.193616, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.193918, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.194072, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.19428, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.194422, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1946628, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1947908, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1950521, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.195176, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.195733, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1961012, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.196401, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.19655, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.196806, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.196934, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.197161, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1973062, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.197524, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1976671, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.197885, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1979809, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.198248, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.198375, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.1985931, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.198751, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.199595, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.199735, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.199886, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2000241, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.200168, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.200304, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.200458, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.200619, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.200764, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.200902, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.201052, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.201183, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.201328, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.201463, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.201718, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2018418, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2020638, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2021608, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.202528, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.202772, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2029068, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.203371, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2035232, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.203723, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.20397, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2040918, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2044318, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.204651, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.204909, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.205033, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2053661, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2055302, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2056808, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.205844, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.206282, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.206418, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.206548, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.206644, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.206859, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.206932, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.207082, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.207233, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.207972, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2080991, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.208246, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.208609, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2087822, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.208904, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.209044, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2091599, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.210922, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.211075, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.211267, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.211526, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2117472, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2120461, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2122188, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.212435, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.21266, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.213155, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.213366, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.213496, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.213867, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2142332, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.214484, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2146869, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.216234, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.216344, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.216494, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.216598, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.216908, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.217079, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.217174, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2173781, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.217558, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2177641, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.217998, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.218208, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.218817, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.218994, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2192152, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2194219, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.220453, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header -%}\n  {{ sql_header }}\n  {%- endif -%}\n  {%- if limit is not none -%}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n  {%- else -%}\n  {{ compiled_code }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2209642, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n  {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.22119, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n    select *\n    from (\n        {{ sql }}\n    ) as model_limit_subq\n    limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.221322, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.221934, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.22209, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.222275, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.222425, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2226691, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2230961, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.22558, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2258189, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.226004, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.226306, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2264771, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2266161, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.22678, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.226997, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.227189, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.227464, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.227632, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.227776, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2279239, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2280629, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.22825, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.228405, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.230376, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.23052, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.230794, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.230995, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.231185, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.231349, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.232467, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.232789, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.232957, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2332668, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2334762, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.234009, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2342532, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.234963, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.236629, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.236786, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.237531, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.237896, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2384079, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.238822, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.23889, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.239342, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.239551, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2398021, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2400472, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2403572, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2410262, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.241438, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.242003, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2422788, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.242558, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.243501, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.244405, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.245173, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2461262, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.246923, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.247267, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2479339, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.248773, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2492118, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2496378, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2502, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.250635, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.251126, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.251574, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.252177, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      where {{ column_name }} is not null\n      limit 1\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.252911, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2534761, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2540648, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2545831, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2548952, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.25526, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.255594, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.256182, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.25695, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.25776, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.258626, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2592971, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.260094, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.260559, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.260847, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.264033, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.265528, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2657962, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.265949, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.266368, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.266625, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2668061, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.267043, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.267206, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.267773, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.268537, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2691672, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.269701, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.269909, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.270238, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2705832, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2710779, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.271363, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.271678, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.272285, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2732081, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2740202, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.274417, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2745972, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.275073, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.275708, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.276473, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2768471, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.277107, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2781959, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.279522, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2807019, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(col.column) }}\n             {% else %}\n           {{ col.column }}\n             {% endif %}\n           as {{ cast_to }}) as {{ value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.282138, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.282418, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2825432, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.28528, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.288393, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.288678, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.288907, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.289618, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.289817, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.289995, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.290169, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.290318, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.290474, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2908301, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.291053, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.291393, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.291884, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2921941, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.292496, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.293969, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.294295, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2950132, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.295477, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.296472, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.2978408, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.298785, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.299535, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.299952, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.300735, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3014662, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3019001, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.30208, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3024452, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3029902, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3034098, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.303988, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3044622, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.304597, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.304727, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.304857, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3053172, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.306072, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3070478, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.307301, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.307822, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.308543, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3131342, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.31377, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.314571, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.315239, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3158882, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.316834, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.317036, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3171468, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.319687, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.326335, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.326474, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.326546, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3270621, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.328489, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.328802, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3290482, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3293009, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.329599, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.329788, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.329979, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.330307, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.330451, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.330636, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.postgres__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.331715, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.331837, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3319511, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3321111, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.332211, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.332309, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.332741, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3335931, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.333747, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.333903, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.334053, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.334186, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3343391, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.33506, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3356512, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.336851, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3370821, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.337305, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3375208, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.337739, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.337984, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.338221, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.33844, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.338741, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.338837, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3389282, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3390899, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3394198, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.34004, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.340959, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3414872, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3421938, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.342636, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.342759, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.342879, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.342997, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.343127, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3457348, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.345887, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.346038, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3461812, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.347944, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.348816, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.348944, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3491929, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.349453, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.349571, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.349683, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3497941, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.349909, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3503559, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3508842, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.351346, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.35153, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.351729, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.351964, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3530319, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.356598, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.356931, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.357266, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.358648, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3591611, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.35968, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.359825, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.359968, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3601239, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.360265, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.360401, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.361139, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.362307, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.362955, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.363104, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.363246, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.363393, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.363536, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3636968, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.363935, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.364032, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3641238, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3647192, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3659189, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.366087, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.366847, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.369992, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.374253, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.375565, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3758879, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3760262, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3762062, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.37652, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.376627, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3767302, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.376821, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3769128, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.377152, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.377247, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.377339, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.377701, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.3780549, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.379285, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.381253, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.382451, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.383617, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.384536, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702413387.385346, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. 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true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.578454, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.58199, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "ba6ee904cddf923ac1e0527792f3bec0c8c8a8ce8f10f14bbf364e6541f6afe7"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.580556, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "08e78191343e3f5f1c2faf955466f2ea19fea57c0e803739ac8881e44b8c8216"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.581032, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "47c9120bfab60770b633eeed21d5183b2fbbc1d26e08c2b4b1f57efbb06ce36c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.579356, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "9eb107a882277f39cc0485ad2b41f4e95854e7b81e485336bb3fb5f9b072890e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.5800729, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.358572, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        \n    safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_host,\n        '/' || \n    safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "2fa76840663cf9643380943d529a1386130328d74d88734806c8f730c6e25579"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1716503037.386056, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "with report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\nmetrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversion_value) as conversion_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from report\n    where \n    {% for action_type in var('facebook_ads__conversion_action_types') -%}\n        (\n        {%- if action_type.name -%}\n            action_type = '{{ action_type.name }}'\n        {%- elif action_type.pattern -%}\n            action_type like '{{ action_type.pattern }}'\n        {%- endif -%}\n\n        {% if action_type.where_sql %}\n            and {{ action_type.where_sql }}\n        {%- endif -%}\n        ) {% if not loop.last %} or {% endif %}\n    {%- endfor %}\n\n    group by 1,2,3\n)\n\nselect * \nfrom metrics", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "with report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\nmetrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversion_value) as conversion_value\n\n        \n\n\n    \n        , sum(conversion_value_inline) as conversion_value_inline\n    \n        , sum(_1_d_view) as _1_d_view\n    \n        , sum(_7_d_click) as _7_d_click\n    \n        , sum(_28_d_click) as _28_d_click\n    \n\n\n\n\n    from report\n    where \n    (action_type = 'lead')  or (action_type like 'offsite_conversion%') \n\n    group by 1,2,3\n)\n\nselect * \nfrom metrics", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "7ea1ac5d31b0260117e61eb4c2013f6af909562383df196ffc27c8c279b3018b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1716503037.7074912, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversion_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    inline\n    \n as conversion_value_inline , \n    \n    \n    _1_d_view\n    \n as \n    \n    _1_d_view\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n, \n    cast(null as string) as \n    \n    _28_d_click\n    \n \n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversion_value\n        \n        \n            \n                \n                    , coalesce(cast(conversion_value_inline as FLOAT64), 0) as conversion_value_inline\n                \n            \n                \n                    , coalesce(cast(_1_d_view as FLOAT64), 0) as _1_d_view\n                \n            \n                \n                    , coalesce(cast(_7_d_click as FLOAT64), 0) as _7_d_click\n                \n            \n                \n                    , coalesce(cast(_28_d_click as FLOAT64), 0) as _28_d_click\n                \n            \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.706995, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "e7ee8204dfc12cff5307f14fe698c649a4319021dec0cf3580fb7aeec5e77c53"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.706135, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "279c7da0945216ce51d42706b4288c88ea5b71d6bcc881d033c8c1a82a163764"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.703189, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "0520c410e35528d094a94d55221d42bd1b89f8fe90f70f6bd31c5587326cbd85"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.7003782, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "713ed973790e09b9ebd1cb70fa73e5f962b64388b309434cee0a4d1d270abda7"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.701032, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "d97ae39c930038bdb44955442900c4ebfe1ea90f62637729ed9c8d83a05f6d1d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.702494, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.495741, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.514291, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.518432, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.52257, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2ed4a53bd7f17e3e38a06400e2f616b1f41ea626ee1339574d855eab26b13856"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1716503037.527162, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.531085, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.535273, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": true}, "created_at": 1716503037.6627772, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1716503037.664609, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report"}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.671839, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1716503037.672981, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report"}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.675617, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1716503037.6767511, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report"}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.679368, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1716503037.6804962, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report"}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.683095, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1716503037.684221, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report"}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.6868238, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1716503037.687946, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags"}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.707968, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.709135, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1716503037.710392, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.712886, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.71399, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1716503037.7152472, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.717706, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.718972, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1716503037.720093, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.7226748, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.723806, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1716503037.724938, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.727515, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.728628, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1716503037.7297559, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.732362, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.733471, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1716503037.734588, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1716503037.7372239, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1716503037.783765}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1716503037.7839098}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1716503037.78403}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1716503037.784139}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1716503037.784247}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1716503037.784357}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1716503037.7844732}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.35306, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.353295, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.353599, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3581219, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.358624, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.358766, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3589199, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.35907, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3592541, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.359444, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.359742, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.359911, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.360333, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.36072, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3614771, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.361658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.361946, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.362326, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.362493, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.363269, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.363848, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.364536, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.368455, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3694909, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.37081, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3729339, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.37323, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.373997, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.374648, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.378677, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.379095, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3792572, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3794, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3796108, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.379759, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, incremental_predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.380679, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.381136, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.384008, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.385409, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.38598, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif -%}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.386988, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.387695, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3888378, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.390252, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.390666, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.390932, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3916001, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3919628, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.392149, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.392597, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.393079, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3932748, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.394141, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.394285, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_model_node(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3949142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.395134, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.39573, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3960361, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_model_node(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.396658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.396802, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.397103, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.397281, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.397422, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399248, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399449, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399679, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399959, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.40013, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4014878, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4043489, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.404441, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4045372, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4048262, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.404934, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.405202, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.406385, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.406494, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.406721, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4068868, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.407068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4071481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4072478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.407437, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.408351, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4089532, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4091258, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.40962, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.409864, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.410265, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.410775, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4109492, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.411113, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4112902, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.411456, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.411587, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.412201, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.412381, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.41269, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4129071, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.413559, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.413808, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.414051, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.414342, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.414598, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.415752, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4159539, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.416103, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.416246, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.41639, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4167628, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.417073, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.41738, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.417825, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n    when matched\n     and DBT_INTERNAL_DEST.dbt_valid_to is null\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.418101, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.421664, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4218361, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.422061, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set primary_key = config['unique_key'] %}\n    {% set updated_at = config['updated_at'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4227898, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4229581, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.423132, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.424652, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set check_cols_config = config['check_cols'] %}\n    {% set primary_key = config['unique_key'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n    {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.425969, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430103, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4303942, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430567, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430657, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430806, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4309251, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.431137, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *,\n            {{ strategy.unique_key }} as dbt_unique_key\n\n        from {{ target_relation }}\n        where dbt_valid_to is null\n\n    ),\n\n    insertions_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n            {{ strategy.scd_id }} as dbt_scd_id\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            {{ strategy.updated_at }} as dbt_valid_to\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where snapshotted_data.dbt_unique_key is null\n           or (\n                snapshotted_data.dbt_unique_key is not null\n            and (\n                {{ strategy.row_changed }}\n            )\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.dbt_scd_id\n\n        from updates_source_data as source_data\n        join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as dbt_valid_from,\n            {{ snapshot_get_time() }} as dbt_updated_at,\n            {{ snapshot_get_time() }} as dbt_valid_to,\n            snapshotted_data.dbt_scd_id\n\n        from snapshotted_data\n        left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where source_data.dbt_unique_key is null\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4320488, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.432244, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n    select *,\n        {{ strategy.scd_id }} as dbt_scd_id,\n        {{ strategy.updated_at }} as dbt_updated_at,\n        {{ strategy.updated_at }} as dbt_valid_from,\n        nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.432498, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4329321, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n  {%- set config = model['config'] -%}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {{ adapter.valid_snapshot_target(target_relation) }}\n\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.439126, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.441918, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.442385, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.442904, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.443371, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4438028, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.448786, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.449195, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4494588, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.450787, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4510279, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4517062, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4550028, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4580889, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.45975, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4603589, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.461073, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4613252, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.462075, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.468769, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.470486, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4707708, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.47186, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4721541, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.472859, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.47355, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.474498, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.474754, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.474963, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.475276, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.475559, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.475888, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4760919, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.476375, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4765708, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.476733, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.477025, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% do adapter.expand_target_column_types(\n             from_relation=temp_relation,\n             to_relation=target_relation) %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.482309, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.488276, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4895701, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4908621, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.491787, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492058, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492186, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492503, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492661, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.496635, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.499986, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.505069, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.505986, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.506228, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.506722, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5069172, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5070562, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5072, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.507315, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.507479, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5075982, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.508079, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.508267, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.509572, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.510006, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.510402, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5109298, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.511196, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.511483, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5118809, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5121331, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.512854, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.513234, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.513422, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.513619, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5138218, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.514603, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5158908, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.516274, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.516534, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.516852, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5170639, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.517766, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.518204, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.518416, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.518702, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5190558, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5193322, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.519812, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.520268, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.520601, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.520818, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.521097, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.521205, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5214798, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.521636, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.52195, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5223029, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5225868, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.522752, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5233889, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.523576, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5238678, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5240161, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.524291, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.524436, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.525444, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.525568, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.526109, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.526277, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.526413, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5277598, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.528147, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.528498, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.52877, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5288801, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.529154, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5293062, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.529579, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.529734, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.530598, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.530784, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5312269, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5319319, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.532404, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.532599, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.53278, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.533049, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.533154, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.534013, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.534164, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.535379, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.535582, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.53581, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.536083, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5362308, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5366452, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5368168, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.537, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.537432, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.537788, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.538086, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.538336, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.538914, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.540403, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.540992, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5412931, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.543139, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.544416, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5451908, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.545439, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5456698, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.545748, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5465071, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5471098, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.547342, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.547714, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548047, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548212, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548459, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548584, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5494132, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.549848, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.550039, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.550571, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5508292, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5509372, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5512772, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.551441, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5516632, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.551808, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552074, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552216, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552512, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552657, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5532968, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.553728, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55407, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.554235, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5545259, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.554664, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.554921, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.555085, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.555331, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55549, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.555744, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55585, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556142, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556279, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556523, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556687, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.557625, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.557784, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5579488, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5581021, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5582662, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.558419, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5585861, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5587652, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55893, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559083, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559247, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559393, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559553, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559703, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559982, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.560118, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.560364, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.560472, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5608141, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561145, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561296, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561836, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561999, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5622249, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.562505, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.562639, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.563013, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.563257, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.56354, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.56368, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.564054, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5642428, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5644102, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5645928, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565077, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565229, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5653708, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5654788, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565651, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565728, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5659578, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5661252, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567001, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567143, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567301, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5677109, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567901, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.568039, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.568202, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.568332, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.57032, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5704892, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.570714, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571009, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571258, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5715818, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571767, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571929, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.572177, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.572812, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.573048, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.573194, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.573616, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.574034, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5743208, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.574552, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.576288, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5764108, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.576583, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.576697, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.577051, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5772438, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.577352, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.577587, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5777779, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.578006, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.578198, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5784361, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.579183, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5793762, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5796218, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.579854, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.581005, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header -%}\n  {{ sql_header }}\n  {%- endif -%}\n  {%- if limit is not none -%}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n  {%- else -%}\n  {{ compiled_code }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.581536, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n  {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5817301, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n    select *\n    from (\n        {{ sql }}\n    ) as model_limit_subq\n    limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.581874, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.582557, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.582727, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.582933, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.583103, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.583379, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.583872, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5868459, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587123, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587337, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5876029, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587796, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587958, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.588149, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.58848, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5886889, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5889978, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589188, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589358, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5895438, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589705, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589917, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5900958, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.592376, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.592542, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.592858, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5931032, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.593314, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5935009, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.594728, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595093, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595281, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595636, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595873, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5964842, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.596749, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.597544, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.599212, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.599373, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.600209, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6006231, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.601214, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.60169, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6017652, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.60228, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6025112, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.602802, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6030772, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.603439, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6041331, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.604618, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6052842, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.605603, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.60593, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.607021, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.608055, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.608922, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.610014, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.610695, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.611041, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6117692, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.612625, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.613078, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6135411, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.614156, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.614658, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6152189, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.615674, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6163461, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      where {{ column_name }} is not null\n      limit 1\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.617146, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.617779, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.618432, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.618997, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.619361, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.619765, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.620128, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.620776, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.621602, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.622512, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.623442, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.624191, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.625097, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6256151, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.62592, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6295092, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6311429, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6314251, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6315992, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6320488, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.632341, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.632543, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6328, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.632975, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.633593, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.63445, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6351712, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.635774, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6360111, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.636387, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.636773, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.637325, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.637644, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6379972, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.638687, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6396182, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.640466, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.640886, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.641081, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6416142, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.642299, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.643163, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.643578, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.643868, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.645144, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.646583, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.647945, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(col.column) }}\n             {% else %}\n           {{ col.column }}\n             {% endif %}\n           as {{ cast_to }}) as {{ value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6496289, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.649929, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6500638, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.653322, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.656839, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6571488, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6574059, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.65818, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.658402, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.658606, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6588008, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.658974, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.659153, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.659542, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6597812, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.660164, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.660716, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.661068, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.661404, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.663137, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6635032, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.664308, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.664829, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6659808, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.667517, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.668594, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.66946, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.669935, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67067, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6714618, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67193, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.672127, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6725178, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67312, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6735868, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67423, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.674777, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6749241, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6750772, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.675217, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.675741, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6765592, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.677651, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.677938, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.678528, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.679352, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.684663, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.685375, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.686291, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6870568, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.687815, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.688815, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.688994, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6891031, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.692022, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.699748, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6998882, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6999638, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.700545, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.702155, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.702504, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.702784, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.703061, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7033842, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.703583, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.703788, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.704148, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.704298, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7044969, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.705735, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.705863, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.705984, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.706162, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.706281, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.706384, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.70733, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.707731, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7086852, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.708853, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.709019, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7091851, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7093298, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.709495, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.710293, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.710947, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.712312, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.712569, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.712818, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7130592, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.713299, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.713569, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.713846, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.714089, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.714419, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.714525, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.71469, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7147899, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.715167, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.715863, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.716907, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.717506, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7183092, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7187881, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.718923, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7190552, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.719188, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.719328, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722337, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722502, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722667, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722827, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7247329, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.725698, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.725844, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7261288, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.72642, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7265549, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.72668, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.726804, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.726932, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.727421, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7280178, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.72852, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.728725, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7289522, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.729213, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7303932, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7344089, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7347891, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7351758, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.736788, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.737366, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.737947, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.738111, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7382689, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7384489, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.73861, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7387671, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.739607, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7409122, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.741636, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.741805, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7419672, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742134, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742293, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742471, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742723, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742827, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742927, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.743572, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.744961, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.745145, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7460108, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.749611, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.754326, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.755768, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756116, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7562711, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756472, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756814, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756926, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7570481, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.75715, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.75725, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7575119, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.757618, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.757718, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.758122, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.758522, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.75998, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.762037, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.763011, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.764302, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7660851, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7670789, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.768071, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "a7556a4809cf912638449490540cadb6998dbe367e138e37ed9a19509e08025c"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.09746, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "a3c927ff4c1718d734f0c5a53acbe209ec943f5c1fea63657660fcfd223d2264"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.1059031, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "56e510b4ce758ed1d8636ce376daebb9ef1a73e8b05eccc38810450fc0525b70"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.1089869, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "4402f642a53a531e31f3361f7608d5c8411c56027d3f398214df1387cc31f560"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.1125991, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "e20cdfc0ce683d59bd386f2e36f554564f54e0fda03017131ff4c4c84a68d367"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.115642, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "b63ac8e3638fba2929417bf63443974542177a5a1569d6e65c0b751b5ef543d1"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.11872, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(ads.conversion_value) as total_value\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.total_value != account_report.total_value\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.total_value != ad_set_report.total_value\n\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.total_value != campaign_report.total_value\n\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.total_value != url_report.total_value", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], 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["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], 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"test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": [], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": [], "source.facebook_ads_source.facebook_ads.account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "source.facebook_ads_source.facebook_ads.campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "source.facebook_ads_source.facebook_ads.creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}}
\ No newline at end of file
diff --git a/docs/run_results.json b/docs/run_results.json
index b073ff8..75c3748 100644
--- a/docs/run_results.json
+++ b/docs/run_results.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", "dbt_version": "1.7.3", "generated_at": "2023-12-12T20:36:44.105230Z", "invocation_id": "77c5013a-bc8c-43a8-b5fc-9ba07233c38f", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.078818Z", "completed_at": "2023-12-12T20:36:43.106743Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.108476Z", "completed_at": "2023-12-12T20:36:43.108494Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.03352808952331543, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_account_history_data\"", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.098029Z", "completed_at": "2023-12-12T20:36:43.107257Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.109344Z", "completed_at": "2023-12-12T20:36:43.109347Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.03400588035583496, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_ad_history_data\"", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.101089Z", "completed_at": "2023-12-12T20:36:43.107880Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.110471Z", "completed_at": "2023-12-12T20:36:43.110476Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.03477191925048828, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_ad_set_history_data\"", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.103707Z", "completed_at": "2023-12-12T20:36:43.108823Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.111685Z", "completed_at": "2023-12-12T20:36:43.111688Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.03534507751464844, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_basic_ad_data\"", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.122549Z", "completed_at": "2023-12-12T20:36:43.123561Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.126720Z", "completed_at": "2023-12-12T20:36:43.126727Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.013067960739135742, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.123999Z", "completed_at": "2023-12-12T20:36:43.125004Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.127017Z", "completed_at": "2023-12-12T20:36:43.127021Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.00945425033569336, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.115605Z", "completed_at": "2023-12-12T20:36:43.125342Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.127546Z", "completed_at": "2023-12-12T20:36:43.127549Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.016518831253051758, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_campaign_history_data\"", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.119710Z", "completed_at": "2023-12-12T20:36:43.126201Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.128866Z", "completed_at": "2023-12-12T20:36:43.128869Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.01636505126953125, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from \"postgres\".\"facebook_ads_integration_tests\".\"facebook_ads_creative_history_data\"", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history_tmp\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.134248Z", "completed_at": "2023-12-12T20:36:43.135431Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.142187Z", "completed_at": "2023-12-12T20:36:43.142194Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.01234889030456543, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.135789Z", "completed_at": "2023-12-12T20:36:43.136836Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.142484Z", "completed_at": "2023-12-12T20:36:43.142486Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.012413978576660156, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.137550Z", "completed_at": "2023-12-12T20:36:43.139401Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.143114Z", "completed_at": "2023-12-12T20:36:43.143121Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.012267112731933594, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.140401Z", "completed_at": "2023-12-12T20:36:43.141448Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.144454Z", "completed_at": "2023-12-12T20:36:43.144457Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.012310028076171875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.149276Z", "completed_at": "2023-12-12T20:36:43.486325Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.488068Z", "completed_at": "2023-12-12T20:36:43.488079Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.3704349994659424, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as TEXT) as \n    \n    account_status\n    \n , \n    cast(null as TEXT) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as TEXT) as \n    \n    currency\n    \n , \n    cast(null as TEXT) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.156096Z", "completed_at": "2023-12-12T20:36:43.487796Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.489964Z", "completed_at": "2023-12-12T20:36:43.489966Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.3705630302429199, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n\n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.161550Z", "completed_at": "2023-12-12T20:36:43.486699Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.488636Z", "completed_at": "2023-12-12T20:36:43.488640Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.3727879524230957, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as TEXT) as \n    \n    bid_strategy\n    \n , \n    cast(null as integer) as \n    \n    daily_budget\n    \n , \n    cast(null as integer) as \n    \n    budget_remaining\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.166292Z", "completed_at": "2023-12-12T20:36:43.487277Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.489419Z", "completed_at": "2023-12-12T20:36:43.489423Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.37225914001464844, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as TEXT) as \n    \n    ad_name\n    \n , \n    cast(null as TEXT) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as integer) as \n    \n    reach\n    \n , \n    cast(null as float) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend,\n        reach,\n        frequency\n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.569456Z", "completed_at": "2023-12-12T20:36:43.581717Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.582977Z", "completed_at": "2023-12-12T20:36:43.582984Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.016859769821166992, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.577608Z", "completed_at": "2023-12-12T20:36:43.582116Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.583276Z", "completed_at": "2023-12-12T20:36:43.583280Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.016937971115112305, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.592367Z", "completed_at": "2023-12-12T20:36:43.595761Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.597005Z", "completed_at": "2023-12-12T20:36:43.597011Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.011749029159545898, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.587215Z", "completed_at": "2023-12-12T20:36:43.596138Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.597266Z", "completed_at": "2023-12-12T20:36:43.597269Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.0127410888671875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\nwhere _fivetran_synced is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.603304Z", "completed_at": "2023-12-12T20:36:43.606119Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.607161Z", "completed_at": "2023-12-12T20:36:43.607166Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.008348941802978516, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.600341Z", "completed_at": "2023-12-12T20:36:43.606399Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.607429Z", "completed_at": "2023-12-12T20:36:43.607432Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.009254217147827148, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.616969Z", "completed_at": "2023-12-12T20:36:43.620031Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.621032Z", "completed_at": "2023-12-12T20:36:43.621038Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.012021064758300781, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.610569Z", "completed_at": "2023-12-12T20:36:43.620326Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.621297Z", "completed_at": "2023-12-12T20:36:43.621301Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.012864828109741211, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__account_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__account_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.624523Z", "completed_at": "2023-12-12T20:36:43.630991Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.631514Z", "completed_at": "2023-12-12T20:36:43.631519Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.008806943893432617, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.628222Z", "completed_at": "2023-12-12T20:36:43.635667Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.636247Z", "completed_at": "2023-12-12T20:36:43.636251Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.013128995895385742, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\nwhere ad_set_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.633111Z", "completed_at": "2023-12-12T20:36:43.637223Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.638375Z", "completed_at": "2023-12-12T20:36:43.638378Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.008969783782958984, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.638647Z", "completed_at": "2023-12-12T20:36:43.642772Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.646051Z", "completed_at": "2023-12-12T20:36:43.646056Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.008954763412475586, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.643085Z", "completed_at": "2023-12-12T20:36:43.647466Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.650933Z", "completed_at": "2023-12-12T20:36:43.650939Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.009225130081176758, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.648221Z", "completed_at": "2023-12-12T20:36:43.656176Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.656788Z", "completed_at": "2023-12-12T20:36:43.656794Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.010162115097045898, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__account_report\"\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.652677Z", "completed_at": "2023-12-12T20:36:43.657750Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.658263Z", "completed_at": "2023-12-12T20:36:43.658267Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.006680965423583984, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__account_report\"\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.525319Z", "completed_at": "2023-12-12T20:36:43.922897Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.923458Z", "completed_at": "2023-12-12T20:36:43.923464Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.4304478168487549, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as TEXT) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as TEXT) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as TEXT) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.521019Z", "completed_at": "2023-12-12T20:36:43.923989Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.924555Z", "completed_at": "2023-12-12T20:36:43.924558Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.43149685859680176, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history_tmp\"\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as TEXT) as \n    \n    status\n    \n , \n    cast(null as integer) as \n    \n    daily_budget\n    \n , \n    cast(null as integer) as \n    \n    lifetime_budget\n    \n , \n    cast(null as float) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.951689Z", "completed_at": "2023-12-12T20:36:43.957713Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.967947Z", "completed_at": "2023-12-12T20:36:43.967954Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.017506122589111328, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__url_tags", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.958893Z", "completed_at": "2023-12-12T20:36:43.969908Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.976951Z", "completed_at": "2023-12-12T20:36:43.976958Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.02161574363708496, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation__creative_id___fivetran_synced.70610714a9", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, creative_id, _fivetran_synced\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\n    group by source_relation, creative_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.962088Z", "completed_at": "2023-12-12T20:36:43.970585Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.977315Z", "completed_at": "2023-12-12T20:36:43.977318Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.022107839584350586, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\nwhere _fivetran_synced is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.965503Z", "completed_at": "2023-12-12T20:36:43.970916Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.977619Z", "completed_at": "2023-12-12T20:36:43.977623Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.022186994552612305, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\nwhere creative_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.971432Z", "completed_at": "2023-12-12T20:36:43.978552Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:43.981364Z", "completed_at": "2023-12-12T20:36:43.981367Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.013230085372924805, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__ad_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10\n)\n\nselect *\nfrom joined", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.983546Z", "completed_at": "2023-12-12T20:36:43.999326Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.003718Z", "completed_at": "2023-12-12T20:36:44.003726Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.023960113525390625, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n)\n\nselect *\nfrom joined", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_set_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.989335Z", "completed_at": "2023-12-12T20:36:43.999906Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.004345Z", "completed_at": "2023-12-12T20:36:44.004349Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.024663925170898438, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report \n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__campaign_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:43.994123Z", "completed_at": "2023-12-12T20:36:44.000434Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.005394Z", "completed_at": "2023-12-12T20:36:44.005403Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.02531576156616211, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.000694Z", "completed_at": "2023-12-12T20:36:44.005784Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.009061Z", "completed_at": "2023-12-12T20:36:44.009067Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.011908292770385742, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\nwhere campaign_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.011093Z", "completed_at": "2023-12-12T20:36:44.040255Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.045785Z", "completed_at": "2023-12-12T20:36:44.045793Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.04148602485656738, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.014814Z", "completed_at": "2023-12-12T20:36:44.045448Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.050492Z", "completed_at": "2023-12-12T20:36:44.050496Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.04239702224731445, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__creative_history\"\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        '?',\n        1\n        )\n\n\n  \n\n as base_url,\n        \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/',\n        1\n        )\n\n\n  \n\n,\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_host,\n        '/' || \n    \n    cast(\n\n  \n    \n\n    split_part(\n        \n\n    right(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    position(\n        '/' in \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ), 0),\n            \n\n    position(\n        '?' in \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    ) - 1\n            )\n    ),\n        '?',\n        1\n        )\n\n\n  \n\n as TEXT)\n as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_source=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_medium=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_campaign=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_content=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    \n\n    split_part(\n        \n\n  \n    \n\n    split_part(\n        coalesce(page_link,template_page_link),\n        'utm_term=',\n        2\n        )\n\n\n  \n\n,\n        '&',\n        1\n        )\n\n\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"int_facebook_ads__creative_history\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.040589Z", "completed_at": "2023-12-12T20:36:44.049027Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.051325Z", "completed_at": "2023-12-12T20:36:44.051328Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.04299211502075195, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.046092Z", "completed_at": "2023-12-12T20:36:44.051037Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.054050Z", "completed_at": "2023-12-12T20:36:44.054055Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.013977289199829102, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_tags\"\nwhere _fivetran_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.055005Z", "completed_at": "2023-12-12T20:36:44.062585Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.066779Z", "completed_at": "2023-12-12T20:36:44.066785Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.01955413818359375, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_report\"\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.059850Z", "completed_at": "2023-12-12T20:36:44.066499Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.072310Z", "completed_at": "2023-12-12T20:36:44.072314Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.01900506019592285, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_report\"\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.063264Z", "completed_at": "2023-12-12T20:36:44.070883Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.073155Z", "completed_at": "2023-12-12T20:36:44.073158Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.016295909881591797, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_set_report\"\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.067066Z", "completed_at": "2023-12-12T20:36:44.072850Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.075706Z", "completed_at": "2023-12-12T20:36:44.075710Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.01680779457092285, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__ad_set_report\"\nwhere ad_set_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.076658Z", "completed_at": "2023-12-12T20:36:44.088836Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.089557Z", "completed_at": "2023-12-12T20:36:44.089564Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.016560077667236328, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__campaign_report\"\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.081006Z", "completed_at": "2023-12-12T20:36:44.089827Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.091376Z", "completed_at": "2023-12-12T20:36:44.091380Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.015826940536499023, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__campaign_report\"\nwhere campaign_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.083669Z", "completed_at": "2023-12-12T20:36:44.090099Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.091655Z", "completed_at": "2023-12-12T20:36:44.091658Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.012536048889160156, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__url_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__basic_ad\"\n\n), \n\ncreatives as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"int_facebook_ads__creative_history\"\n\n), \n\naccounts as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__account_history\"\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_history\"\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__ad_set_history\"\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads_source\".\"stg_facebook_ads__campaign_history\"\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n\n        \n\n\n\n\n    from report\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "relation_name": "\"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.097726Z", "completed_at": "2023-12-12T20:36:44.101437Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.102446Z", "completed_at": "2023-12-12T20:36:44.102452Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.009068012237548828, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_report\"\nwhere base_url is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2023-12-12T20:36:44.094885Z", "completed_at": "2023-12-12T20:36:44.101704Z"}, {"name": "execute", "started_at": "2023-12-12T20:36:44.102709Z", "completed_at": "2023-12-12T20:36:44.102712Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.009915828704833984, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from \"postgres\".\"facebook_ads_integration_tests_facebook_ads\".\"facebook_ads__url_report\"\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}], "elapsed_time": 2.108847141265869, "args": {"partial_parse_file_diff": true, "quiet": false, "macro_debugging": false, "populate_cache": true, "target": "postgres", "select": [], "partial_parse": true, "compile": true, "static_parser": true, "vars": {}, "introspect": true, "empty_catalog": false, "print": true, "use_colors": true, "send_anonymous_usage_stats": true, "invocation_command": "dbt docs generate -t postgres", "log_path": "/Users/joseph.markiewicz/Documents/dbt_packages/ad_reporting/facebook/dbt_facebook_ads/integration_tests/logs", "show_resource_report": false, "write_json": true, "profiles_dir": "/Users/joseph.markiewicz/.dbt", "strict_mode": false, "static": false, "log_file_max_bytes": 10485760, "which": "generate", "printer_width": 80, "cache_selected_only": false, "favor_state": false, "log_level": "info", "version_check": true, "defer": false, "warn_error_options": {"include": [], "exclude": []}, "use_colors_file": true, "log_format_file": "debug", "indirect_selection": "eager", "exclude": [], "enable_legacy_logger": false, "project_dir": "/Users/joseph.markiewicz/Documents/dbt_packages/ad_reporting/facebook/dbt_facebook_ads/integration_tests", "log_level_file": "debug", "log_format": "default"}}
\ No newline at end of file
+{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", "dbt_version": "1.7.13", "generated_at": "2024-05-23T22:24:34.733534Z", "invocation_id": "ad91bbd3-fdff-4102-bad5-ccaf48bca1a6", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.795967Z", "completed_at": "2024-05-23T22:24:33.803288Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.804954Z", "completed_at": "2024-05-23T22:24:33.804974Z"}], "thread_id": "Thread-3", "execution_time": 0.048519134521484375, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.799249Z", "completed_at": "2024-05-23T22:24:33.803640Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.805715Z", "completed_at": "2024-05-23T22:24:33.805719Z"}], "thread_id": "Thread-4", "execution_time": 0.0490107536315918, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "compiled": true, "compiled_code": "\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.759656Z", "completed_at": "2024-05-23T22:24:33.804177Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.806692Z", "completed_at": "2024-05-23T22:24:33.806697Z"}], "thread_id": "Thread-1", "execution_time": 0.05391287803649902, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.792502Z", "completed_at": "2024-05-23T22:24:33.804435Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.807000Z", "completed_at": "2024-05-23T22:24:33.807003Z"}], "thread_id": "Thread-2", "execution_time": 0.05254697799682617, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.822206Z", "completed_at": "2024-05-23T22:24:33.823408Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.824207Z", "completed_at": "2024-05-23T22:24:33.824221Z"}], "thread_id": "Thread-2", "execution_time": 0.013176202774047852, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.812693Z", "completed_at": "2024-05-23T22:24:33.824648Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.827062Z", "completed_at": "2024-05-23T22:24:33.827067Z"}], "thread_id": "Thread-3", "execution_time": 0.018815994262695312, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.816273Z", "completed_at": "2024-05-23T22:24:33.825613Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.828053Z", "completed_at": "2024-05-23T22:24:33.828057Z"}], "thread_id": "Thread-4", "execution_time": 0.01869964599609375, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.819308Z", "completed_at": "2024-05-23T22:24:33.826166Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.828955Z", "completed_at": "2024-05-23T22:24:33.828959Z"}], "thread_id": "Thread-1", "execution_time": 0.018912076950073242, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.830988Z", "completed_at": "2024-05-23T22:24:33.833090Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.835868Z", "completed_at": "2024-05-23T22:24:33.835874Z"}], "thread_id": "Thread-2", "execution_time": 0.010843038558959961, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.836406Z", "completed_at": "2024-05-23T22:24:33.837677Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.842366Z", "completed_at": "2024-05-23T22:24:33.842371Z"}], "thread_id": "Thread-3", "execution_time": 0.009998798370361328, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.838777Z", "completed_at": "2024-05-23T22:24:33.839896Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.843291Z", "completed_at": "2024-05-23T22:24:33.843295Z"}], "thread_id": "Thread-4", "execution_time": 0.00991368293762207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.840400Z", "completed_at": "2024-05-23T22:24:33.841509Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.844083Z", "completed_at": "2024-05-23T22:24:33.844086Z"}], "thread_id": "Thread-1", "execution_time": 0.009974002838134766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.845780Z", "completed_at": "2024-05-23T22:24:33.846995Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.849381Z", "completed_at": "2024-05-23T22:24:33.849385Z"}], "thread_id": "Thread-2", "execution_time": 0.008952856063842773, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.849855Z", "completed_at": "2024-05-23T22:24:33.851065Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.862155Z", "completed_at": "2024-05-23T22:24:33.862162Z"}], "thread_id": "Thread-3", "execution_time": 0.01653289794921875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.870103Z", "completed_at": "2024-05-23T22:24:34.168022Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.169548Z", "completed_at": "2024-05-23T22:24:34.169556Z"}], "thread_id": "Thread-3", "execution_time": 0.30179405212402344, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.856727Z", "completed_at": "2024-05-23T22:24:34.168390Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.170155Z", "completed_at": "2024-05-23T22:24:34.170158Z"}], "thread_id": "Thread-1", "execution_time": 0.3226480484008789, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    inline\n    \n as conversion_value_inline , \n    \n    \n    _1_d_view\n    \n as \n    \n    _1_d_view\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n, \n    cast(null as string) as \n    \n    _28_d_click\n    \n \n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversion_value\n        \n        \n            \n                \n                    , coalesce(cast(conversion_value_inline as FLOAT64), 0) as conversion_value_inline\n                \n            \n                \n                    , coalesce(cast(_1_d_view as FLOAT64), 0) as _1_d_view\n                \n            \n                \n                    , coalesce(cast(_7_d_click as FLOAT64), 0) as _7_d_click\n                \n            \n                \n                    , coalesce(cast(_28_d_click as FLOAT64), 0) as _28_d_click\n                \n            \n        \n\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.865500Z", "completed_at": "2024-05-23T22:24:34.168976Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.171119Z", "completed_at": "2024-05-23T22:24:34.171123Z"}], "thread_id": "Thread-2", "execution_time": 0.309459924697876, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.852124Z", "completed_at": "2024-05-23T22:24:34.284184Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.284734Z", "completed_at": "2024-05-23T22:24:34.284741Z"}], "thread_id": "Thread-4", "execution_time": 0.4367709159851074, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.286401Z", "completed_at": "2024-05-23T22:24:34.295489Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.296017Z", "completed_at": "2024-05-23T22:24:34.296021Z"}], "thread_id": "Thread-4", "execution_time": 0.010676860809326172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.297663Z", "completed_at": "2024-05-23T22:24:34.304004Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.304648Z", "completed_at": "2024-05-23T22:24:34.304655Z"}], "thread_id": "Thread-4", "execution_time": 0.008095979690551758, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.306379Z", "completed_at": "2024-05-23T22:24:34.309671Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.310186Z", "completed_at": "2024-05-23T22:24:34.310190Z"}], "thread_id": "Thread-4", "execution_time": 0.004861116409301758, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.311814Z", "completed_at": "2024-05-23T22:24:34.318413Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.318924Z", "completed_at": "2024-05-23T22:24:34.318929Z"}], "thread_id": "Thread-4", "execution_time": 0.008156061172485352, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "compiled": true, "compiled_code": "with report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\nmetrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversion_value) as conversion_value\n\n        \n\n\n    \n        , sum(conversion_value_inline) as conversion_value_inline\n    \n        , sum(_1_d_view) as _1_d_view\n    \n        , sum(_7_d_click) as _7_d_click\n    \n        , sum(_28_d_click) as _28_d_click\n    \n\n\n\n\n    from report\n    where \n    (action_type = 'lead')  or (action_type like 'offsite_conversion%') \n\n    group by 1,2,3\n)\n\nselect * \nfrom metrics", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.320637Z", "completed_at": "2024-05-23T22:24:34.324437Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.324956Z", "completed_at": "2024-05-23T22:24:34.324960Z"}], "thread_id": "Thread-4", "execution_time": 0.005426883697509766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.326623Z", "completed_at": "2024-05-23T22:24:34.330367Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.330877Z", "completed_at": "2024-05-23T22:24:34.330881Z"}], "thread_id": "Thread-4", "execution_time": 0.005311012268066406, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.332486Z", "completed_at": "2024-05-23T22:24:34.335495Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.335976Z", "completed_at": "2024-05-23T22:24:34.335980Z"}], "thread_id": "Thread-4", "execution_time": 0.004497051239013672, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.337547Z", "completed_at": "2024-05-23T22:24:34.340573Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.341056Z", "completed_at": "2024-05-23T22:24:34.341060Z"}], "thread_id": "Thread-4", "execution_time": 0.004539966583251953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.342665Z", "completed_at": "2024-05-23T22:24:34.346803Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.347321Z", "completed_at": "2024-05-23T22:24:34.347325Z"}], "thread_id": "Thread-4", "execution_time": 0.005690813064575195, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.348913Z", "completed_at": "2024-05-23T22:24:34.351970Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.352462Z", "completed_at": "2024-05-23T22:24:34.352466Z"}], "thread_id": "Thread-4", "execution_time": 0.004561901092529297, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.354069Z", "completed_at": "2024-05-23T22:24:34.357006Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.357498Z", "completed_at": "2024-05-23T22:24:34.357502Z"}], "thread_id": "Thread-4", "execution_time": 0.00446319580078125, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.175528Z", "completed_at": "2024-05-23T22:24:34.506055Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.506781Z", "completed_at": "2024-05-23T22:24:34.506788Z"}], "thread_id": "Thread-3", "execution_time": 0.3340461254119873, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.514847Z", "completed_at": "2024-05-23T22:24:34.519686Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.520659Z", "completed_at": "2024-05-23T22:24:34.520665Z"}], "thread_id": "Thread-3", "execution_time": 0.012186050415039062, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.510615Z", "completed_at": "2024-05-23T22:24:34.520305Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.521998Z", "completed_at": "2024-05-23T22:24:34.522002Z"}], "thread_id": "Thread-4", "execution_time": 0.014095067977905273, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.184593Z", "completed_at": "2024-05-23T22:24:34.540223Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.549472Z", "completed_at": "2024-05-23T22:24:34.549477Z"}], "thread_id": "Thread-2", "execution_time": 0.37560391426086426, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.536660Z", "completed_at": "2024-05-23T22:24:34.549204Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.550801Z", "completed_at": "2024-05-23T22:24:34.550804Z"}], "thread_id": "Thread-3", "execution_time": 0.028020858764648438, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.540498Z", "completed_at": "2024-05-23T22:24:34.550006Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.552169Z", "completed_at": "2024-05-23T22:24:34.552173Z"}], "thread_id": "Thread-4", "execution_time": 0.017089128494262695, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__account_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.181115Z", "completed_at": "2024-05-23T22:24:34.573306Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.573810Z", "completed_at": "2024-05-23T22:24:34.573816Z"}], "thread_id": "Thread-1", "execution_time": 0.4000968933105469, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.554732Z", "completed_at": "2024-05-23T22:24:34.578422Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.580000Z", "completed_at": "2024-05-23T22:24:34.580005Z"}], "thread_id": "Thread-2", "execution_time": 0.028525114059448242, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__url_tags", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.565704Z", "completed_at": "2024-05-23T22:24:34.578760Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.580770Z", "completed_at": "2024-05-23T22:24:34.580773Z"}], "thread_id": "Thread-3", "execution_time": 0.028651714324951172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.570139Z", "completed_at": "2024-05-23T22:24:34.579335Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.581791Z", "completed_at": "2024-05-23T22:24:34.581794Z"}], "thread_id": "Thread-4", "execution_time": 0.024590015411376953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.575424Z", "completed_at": "2024-05-23T22:24:34.580285Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.582855Z", "completed_at": "2024-05-23T22:24:34.582858Z"}], "thread_id": "Thread-1", "execution_time": 0.00967097282409668, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.586633Z", "completed_at": "2024-05-23T22:24:34.600689Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.601214Z", "completed_at": "2024-05-23T22:24:34.601219Z"}], "thread_id": "Thread-2", "execution_time": 0.017760038375854492, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.590445Z", "completed_at": "2024-05-23T22:24:34.605775Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.607137Z", "completed_at": "2024-05-23T22:24:34.607142Z"}], "thread_id": "Thread-3", "execution_time": 0.023247957229614258, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.597735Z", "completed_at": "2024-05-23T22:24:34.606035Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.607907Z", "completed_at": "2024-05-23T22:24:34.607911Z"}], "thread_id": "Thread-1", "execution_time": 0.019583940505981445, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.593584Z", "completed_at": "2024-05-23T22:24:34.606608Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.608673Z", "completed_at": "2024-05-23T22:24:34.608676Z"}], "thread_id": "Thread-4", "execution_time": 0.024120807647705078, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.602832Z", "completed_at": "2024-05-23T22:24:34.607642Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.610442Z", "completed_at": "2024-05-23T22:24:34.610446Z"}], "thread_id": "Thread-2", "execution_time": 0.00956416130065918, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.613614Z", "completed_at": "2024-05-23T22:24:34.632444Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.659069Z", "completed_at": "2024-05-23T22:24:34.659076Z"}], "thread_id": "Thread-3", "execution_time": 0.0492100715637207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__ad_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.626791Z", "completed_at": "2024-05-23T22:24:34.638302Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.659399Z", "completed_at": "2024-05-23T22:24:34.659403Z"}], "thread_id": "Thread-4", "execution_time": 0.048002004623413086, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.620244Z", "completed_at": "2024-05-23T22:24:34.638599Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.659688Z", "completed_at": "2024-05-23T22:24:34.659692Z"}], "thread_id": "Thread-1", "execution_time": 0.04911208152770996, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.632753Z", "completed_at": "2024-05-23T22:24:34.661529Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.664369Z", "completed_at": "2024-05-23T22:24:34.664373Z"}], "thread_id": "Thread-2", "execution_time": 0.04564404487609863, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        \n    safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_host,\n        '/' || \n    safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.669379Z", "completed_at": "2024-05-23T22:24:34.679776Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.681116Z", "completed_at": "2024-05-23T22:24:34.681122Z"}], "thread_id": "Thread-4", "execution_time": 0.018985986709594727, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.665817Z", "completed_at": "2024-05-23T22:24:34.680072Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.681888Z", "completed_at": "2024-05-23T22:24:34.681892Z"}], "thread_id": "Thread-3", "execution_time": 0.020448923110961914, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.672878Z", "completed_at": "2024-05-23T22:24:34.680617Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.682958Z", "completed_at": "2024-05-23T22:24:34.682962Z"}], "thread_id": "Thread-1", "execution_time": 0.02072000503540039, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.676872Z", "completed_at": "2024-05-23T22:24:34.681384Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.684036Z", "completed_at": "2024-05-23T22:24:34.684041Z"}], "thread_id": "Thread-2", "execution_time": 0.009550094604492188, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.687889Z", "completed_at": "2024-05-23T22:24:34.701232Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.702897Z", "completed_at": "2024-05-23T22:24:34.702902Z"}], "thread_id": "Thread-4", "execution_time": 0.024523019790649414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.691416Z", "completed_at": "2024-05-23T22:24:34.701561Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.709123Z", "completed_at": "2024-05-23T22:24:34.709127Z"}], "thread_id": "Thread-3", "execution_time": 0.024293184280395508, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.695445Z", "completed_at": "2024-05-23T22:24:34.702141Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.709948Z", "completed_at": "2024-05-23T22:24:34.709952Z"}], "thread_id": "Thread-1", "execution_time": 0.024222850799560547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.698361Z", "completed_at": "2024-05-23T22:24:34.702422Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.710237Z", "completed_at": "2024-05-23T22:24:34.710240Z"}], "thread_id": "Thread-2", "execution_time": 0.021254777908325195, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.713102Z", "completed_at": "2024-05-23T22:24:34.719657Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.720139Z", "completed_at": "2024-05-23T22:24:34.720144Z"}], "thread_id": "Thread-4", "execution_time": 0.008156776428222656, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__url_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.722183Z", "completed_at": "2024-05-23T22:24:34.729792Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.730296Z", "completed_at": "2024-05-23T22:24:34.730301Z"}], "thread_id": "Thread-3", "execution_time": 0.009428024291992188, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.725974Z", "completed_at": "2024-05-23T22:24:34.731148Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.731613Z", "completed_at": "2024-05-23T22:24:34.731616Z"}], "thread_id": "Thread-1", "execution_time": 0.006761074066162109, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "relation_name": null}], "elapsed_time": 1.9353070259094238, "args": {"profiles_dir": "/Users/jamie.rodriguez/.dbt", "project_dir": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "partial_parse_file_diff": true, "favor_state": false, "send_anonymous_usage_stats": true, "version_check": true, "write_json": true, "quiet": false, "vars": {}, "static": false, "use_colors": true, "indirect_selection": "eager", "defer": false, "cache_selected_only": false, "static_parser": true, "print": true, "log_level_file": "debug", "warn_error_options": {"include": [], "exclude": []}, "exclude": [], "log_format_file": "debug", "empty_catalog": false, "log_format": "default", "populate_cache": true, "strict_mode": false, "use_colors_file": true, "select": [], "invocation_command": "dbt docs generate", "compile": true, "log_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests/logs", "partial_parse": true, "printer_width": 80, "log_file_max_bytes": 10485760, "macro_debugging": false, "log_level": "info", "which": "generate", "show_resource_report": false, "introspect": true, "enable_legacy_logger": false}}
\ No newline at end of file
diff --git a/models/facebook.yml b/models/facebook.yml
index 4a6075b..dc7594b 100644
--- a/models/facebook.yml
+++ b/models/facebook.yml
@@ -112,6 +112,8 @@ models:
         description: The spend on the ad in the given day.
       - name: conversion_value
         description: Value of conversions using the default attribution window on the given day.
+      - name: conversion_domain
+        description: The domain you've configured the ad to convert to.
 
   - name: facebook_ads__ad_set_report
     description: Each record represents the daily performance of a Facebook ad set.
@@ -150,7 +152,9 @@ models:
         description: The spend on the ad in the given day.
       - name: conversion_value
         description: Value of conversions using the default attribution window on the given day.
-
+      - name: optimization_goal
+        description: The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
+        
   - name: facebook_ads__campaign_report
     description: Each record represents the daily performance of a Facebook campaign.
     tests:
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index b18a673..917c4d3 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -59,6 +59,7 @@ joined as (
         ad_sets.ad_set_name,
         ads.ad_id,
         ads.ad_name,
+        ads.conversion_domain,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
@@ -82,7 +83,7 @@ joined as (
     left join ad_sets
         on ads.ad_set_id = ad_sets.ad_set_id
         and ads.source_relation = ad_sets.source_relation
-    {{ dbt_utils.group_by(10) }}
+    {{ dbt_utils.group_by(11) }}
 )
 
 select *
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index bad7964..cf6402b 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -62,6 +62,7 @@ joined as (
         ad_sets.bid_strategy,
         ad_sets.daily_budget,
         ad_sets.budget_remaining,
+        ad_sets.optimization_goal,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
@@ -85,7 +86,7 @@ joined as (
     left join ad_sets
         on ads.ad_set_id = ad_sets.ad_set_id
         and ads.source_relation = ad_sets.source_relation
-    {{ dbt_utils.group_by(13) }}
+    {{ dbt_utils.group_by(14) }}
 )
 
 select *

From 593b18043438a8d8ee0e79420f0382ed01735700 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Fri, 5 Jul 2024 10:05:19 -0700
Subject: [PATCH 18/44] update readme model docs

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 8cb72b6..a74ab1b 100644
--- a/README.md
+++ b/README.md
@@ -31,8 +31,8 @@ The following table provides a detailed list of all models materialized within t
 | [facebook_ads__campaign_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__campaign_report)            | Each record in this table represents the daily performance of a campaign at the campaign/advertising_channel/advertising_channel_subtype level. |
 | [facebook_ads__ad_set_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__ad_set_report)            | Each record in this table represents the daily performance at the ad set level. |
 | [facebook_ads__ad_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__ad_report)            | Each record in this table represents the daily performance at the ad level. |
-| [facebook_ads__url_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__url_report)            | Each record in this table represents the daily performance of URLs at the ad level. |
-| [facebook_ads__url_tags](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__utm_report)            | Each record in this table is a unique combination of creative_id and the corresponding key, value, and type values contained in the url_tags field. |
+| [facebook_ads__url_report](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__url_report)            | Each record in this table represents the daily performance of URLs at the ad level. _By default, this will exclude ads with NULL `url` values._ |
+| [facebook_ads__url_tags](https://fivetran.github.io/dbt_facebook_ads/#!/model/model.facebook_ads.facebook_ads__url_tags)            | Each record in this table is a unique combination of creative_id and the corresponding key, value, and type values contained in the url_tags field. _This excludes creatives without url tags._ |
 <!--section-end-->
 
 # 🎯 How do I use the dbt package?

From 76d055c79c0ff25afe5406e1992c9f20fe4b23ba Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Mon, 14 Oct 2024 15:19:13 -0700
Subject: [PATCH 19/44] pivot all conversion fields into individual ones

---
 CHANGELOG.md                                  |  3 +-
 README.md                                     |  6 +-
 dbt_project.yml                               | 20 ++--
 integration_tests/dbt_project.yml             |  3 +
 ...cebook_ads_basic_ad_action_values_data.csv | 83 ++++++++++++++++
 .../vertical_sum_conversion_value.sql         | 26 +++++
 ...ebook_ads_persist_pass_through_columns.sql |  3 +-
 models/facebook.yml                           | 31 ++++--
 models/facebook_ads__account_report.sql       | 11 ++-
 models/facebook_ads__ad_report.sql            | 11 ++-
 models/facebook_ads__ad_set_report.sql        | 11 ++-
 models/facebook_ads__campaign_report.sql      | 11 ++-
 models/facebook_ads__url_report.sql           | 11 ++-
 .../int_facebook_ads__conversions.sql         | 94 ++++++++++++++++++-
 packages.yml                                  |  1 +
 15 files changed, 291 insertions(+), 34 deletions(-)
 create mode 100644 integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
 create mode 100644 integration_tests/tests/integrity/vertical_sum_conversion_value.sql

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 34d3625..c088f58 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,8 +18,7 @@ Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_faceb
 - Added a new [version](https://github.com/fivetran/dbt_facebook_ads/blob/main/macros/facebook_ads_persist_pass_through_columns.sql) of the `persist_pass_through_columns()` [macro](https://github.com/fivetran/dbt_fivetran_utils/blob/v0.4.10/macros/persist_pass_through_columns.sql) in which we can include `coalesces`.
 
 ## Contributors
-[Seer Interactive](https://www.seerinteractive.com/)
-<More to be added>
+- [Seer Interactive](https://www.seerinteractive.com/?utm_campaign=Fivetran%20%7C%20Models&utm_source=Fivetran&utm_medium=Fivetran%20Documentation)
 
 # dbt_facebook_ads v0.7.2
 
diff --git a/README.md b/README.md
index d452330..4e26a17 100644
--- a/README.md
+++ b/README.md
@@ -110,7 +110,7 @@ vars:
 ```
 
 ### Configuring Conversion Action Types
-By default, this package considers the following kinds of `action_types` to be conversions and sums up their values in each `*_report` end model:
+By default, this package considers the following kinds of `action_types` to be conversions and pivots their metrics (raw event frequencies and monetary values) as columns in each `*_report` end model:
 
 | Action Type    | Action Description ([Meta docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/)) |
 | -------- | ------- |
@@ -128,7 +128,9 @@ By default, this package considers the following kinds of `action_types` to be c
 | `offsite_conversion.fb_pixel_search`  | The number of "search" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 | `offsite_conversion.fb_pixel_view_content`  | The number of "view content" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 
-However, you may choose your own `action_types` to consider as conversions. To do so, provide each action type to the below `facebook_ads__conversion_action_types` variable. For each action type, provide either an exact `name` OR a consistent `pattern` of naming convention. You may also provide an optional `where_sql` argument for each action type, in case you would like to dynamically choose conversion actions based on other columns (ie `source_relation` if you are running the package on multiple advertisers' datasets).
+These metrics will also be summed together into `total_conversions` and `total_conversions_value` fields in each `*_report` end model.
+
+However, you may choose your own `action_types` to consider as conversions. To do so, provide each action type to the below `facebook_ads__conversion_action_types` variable. For each action type, provide either an exact `name` **OR** a consistent `pattern` of naming convention. You may also provide an optional `where_sql` argument for each action type, in case you would like to dynamically choose conversion actions based on other columns (ie `source_relation` if you are running the package on multiple advertisers' datasets).
 
 ```yml
 # dbt_project.yml
diff --git a/dbt_project.yml b/dbt_project.yml
index 1e74ad3..90490fd 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -15,6 +15,7 @@ vars:
     ad_set_history: "{{ ref('stg_facebook_ads__ad_set_history') }}"
     basic_ad: "{{ ref('stg_facebook_ads__basic_ad') }}"
     basic_ad_actions: "{{ ref('stg_facebook_ads__basic_ad_actions') }}"
+    basic_ad_action_values: "{{ ref('stg_facebook_ads__basic_ad_action_values') }}"
     campaign_history: "{{ ref('stg_facebook_ads__campaign_history') }}"
     creative_history: "{{ ref('stg_facebook_ads__creative_history') }}"
     url_tag: "{{ ref('stg_facebook_ads__url_tag') }}"
@@ -22,14 +23,15 @@ vars:
     facebook_ads__conversion_action_types: # default values
       - name: onsite_conversion.purchase
       - name: onsite_conversion.lead_grouped
-      - pattern: offsite_conversion.custom%
-      - name: offsite_conversion.fb_pixel_add_payment_info
-      - name: offsite_conversion.fb_pixel_add_to_cart
-      - name: offsite_conversion.fb_pixel_add_to_wishlist
-      - name: offsite_conversion.fb_pixel_complete_registration
-      - name: offsite_conversion.fb_pixel_custom
-      - name: offsite_conversion.fb_pixel_initiate_checkout
+      - name: offsite_conversion.fb_pixel_purchase
       - name: offsite_conversion.fb_pixel_lead
+      - pattern: offsite_conversion.custom%
+      # - name: offsite_conversion.fb_pixel_custom -- sums up offsite_conversion.custom%
+
+    facebook_ads__conversion_action_value_types: # default values
+      - name: onsite_conversion.purchase
+      - name: onsite_conversion.lead_grouped
       - name: offsite_conversion.fb_pixel_purchase
-      - name: offsite_conversion.fb_pixel_search
-      - name: offsite_conversion.fb_pixel_view_content
\ No newline at end of file
+      - name: offsite_conversion.fb_pixel_lead
+      - pattern: offsite_conversion.custom%
+      # - name: offsite_conversion.fb_pixel_custom -- sums up offsite_conversion.custom%
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 3d0ba50..43e8eea 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -10,6 +10,7 @@ vars:
   facebook_ads_ad_set_history_identifier: "facebook_ads_ad_set_history_data"
   facebook_ads_basic_ad_identifier: "facebook_ads_basic_ad_data"
   facebook_ads_basic_ad_actions_identifier: "facebook_ads_basic_ad_actions_data"
+  facebook_ads_basic_ad_action_values_identifier: "facebook_ads_basic_ad_action_values_data"
   facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
   facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
   facebook_ads__basic_ad_actions_passthrough_metrics: 
@@ -21,6 +22,8 @@ vars:
   facebook_ads__conversion_action_types:
     - name: lead
     - pattern: offsite_conversion%
+    - name: onsite_conversion.purchase
+      where_sql: 'ad_id != 1234'
     
 models:
   +schema: "facebook_ads_{{ var('directed_schema','dev') }}"
diff --git a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
new file mode 100644
index 0000000..b96791c
--- /dev/null
+++ b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
@@ -0,0 +1,83 @@
+ad_id,date,_fivetran_id,index,action_type,value,_fivetran_synced,_7_d_click
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+23853859984020450,2024-10-01,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,omni_initiated_checkout,13744.65,2024-10-02T16:33:01.554,13744.65
+23853859984020450,2024-10-01,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,onsite_web_initiate_checkout,13744.65,2024-10-02T16:33:01.554,13744.65
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,initiate_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_initiate_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,5,omni_initiated_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6,offsite_conversion.fb_pixel_add_to_cart,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,7,add_to_cart,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2024-09-30,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,8,onsite_web_initiate_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
\ No newline at end of file
diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
new file mode 100644
index 0000000..ae18cd3
--- /dev/null
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -0,0 +1,26 @@
+with ad_source as (
+
+    select 
+        sum(coalesce(conversion_value, 0)) as total_value,
+        sum(coalesce(conversions, 0)) as conversions,
+        sum(coalesce(view_through_conversions, 0)) as view_through_conversions
+    from {{ source('facebook_ads', 'basic_ad_actions') }}
+),
+
+ad_model as (
+
+    select 
+        sum(coalesce(conversion_value, 0)) as total_value,
+        sum(coalesce(conversions, 0)) as conversions,
+        sum(coalesce(view_through_conversions, 0)) as view_through_conversions
+    from {{ ref('facebook_ads__ad_report') }}
+),
+
+
+select 
+    ad_source.*
+from ad_model 
+join ad_source on true
+where ad_model.total_value != ad_source.total_value
+    or ad_model.total_conversions != ad_source.total_conversions
+    or ad_model.view_through_conversions != ad_source.view_through_conversions
\ No newline at end of file
diff --git a/macros/facebook_ads_persist_pass_through_columns.sql b/macros/facebook_ads_persist_pass_through_columns.sql
index 25b4041..b1c1f6a 100644
--- a/macros/facebook_ads_persist_pass_through_columns.sql
+++ b/macros/facebook_ads_persist_pass_through_columns.sql
@@ -4,7 +4,8 @@
 
 {% if var(pass_through_variable, none) %}
     {% for field in var(pass_through_variable) %}
-        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field.alias if field.alias else field.name }}
+        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}
+        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}
     {% endfor %}
 {% endif %}
 
diff --git a/models/facebook.yml b/models/facebook.yml
index dc7594b..f439888 100644
--- a/models/facebook.yml
+++ b/models/facebook.yml
@@ -67,8 +67,10 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: conversion_value
-        description: Value of conversions using the default attribution window on the given day.
+      - name: total_conversions
+        description: Total number of conversions using the default attribution window on the given day.
+      - name: total_conversions_value
+        description: Total monetary of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__ad_report
     description: Each record represents the daily performance of a Facebook ad.
@@ -110,10 +112,13 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: conversion_value
-        description: Value of conversions using the default attribution window on the given day.
+      - name: total_conversions
+        description: Total number of conversions using the default attribution window on the given day.
+      - name: total_conversions_value
+        description: Total monetary of conversions using the default attribution window on the given day.
       - name: conversion_domain
         description: The domain you've configured the ad to convert to.
+## TODO add yml for default conversion fields pivoted out
 
   - name: facebook_ads__ad_set_report
     description: Each record represents the daily performance of a Facebook ad set.
@@ -150,8 +155,10 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: conversion_value
-        description: Value of conversions using the default attribution window on the given day.
+      - name: total_conversions
+        description: Total number of conversions using the default attribution window on the given day.
+      - name: total_conversions_value
+        description: Total monetary of conversions using the default attribution window on the given day.
       - name: optimization_goal
         description: The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
         
@@ -185,8 +192,10 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: conversion_value
-        description: Value of conversions using the default attribution window on the given day.
+      - name: total_conversions
+        description: Total number of conversions using the default attribution window on the given day.
+      - name: total_conversions_value
+        description: Total monetary of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__account_report
     description: Each record represents the daily performance of a Facebook account.
@@ -213,8 +222,10 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: conversion_value
-        description: Value of conversions using the default attribution window on the given day.
+      - name: total_conversions
+        description: Total number of conversions using the default attribution window on the given day.
+      - name: total_conversions_value
+        description: Total monetary of conversions using the default attribution window on the given day.
         
   - name: facebook_ads__url_tags
     description: Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index e440579..4f79d52 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -38,8 +38,17 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
+        , sum(coalesce(conversion_report.total_conversions_value, 0)) as conversions_value
+
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
+        {%- endfor -%}
+
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index 917c4d3..d6f8790 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -64,8 +64,17 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
+        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
+        {%- endfor -%}
+
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index cf6402b..f98e5ef 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -67,8 +67,17 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
+        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
+        {%- endfor -%}
+
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index 4daaf6a..bed84cd 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -57,8 +57,17 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
+        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
+        {%- endfor -%}
+
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report 
     left join conversion_report
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index 630a624..a576a35 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -80,8 +80,17 @@ joined as (
         sum(report.impressions) as impressions,
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value
+        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
+        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
+            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
+        {%- endfor -%}
+
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
     from report
     left join conversion_report
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index e5558c6..226c943 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -1,21 +1,78 @@
-with report as (
+with actions_report as (
 
     select *
     from {{ var('basic_ad_actions') }}
 ),
 
-metrics as (
+action_values_report as (
+
+    select *
+    from {{ var('basic_ad_action_values') }}
+),
+
+action_metrics as (
 
     select
         source_relation,
         ad_id,
         date_day,
-        sum(conversion_value) as conversion_value
+        sum(conversions) as total_conversions
+        
+        {# Iterate over each action_type to split it into a distinct column for deep dives #}
+        {% for action_type in var('facebook_ads__conversion_action_types') %}
+        {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+
+            , sum(case when 
+                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}
+                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions else 0 end) as {{ dbt_utils.slugify(action_column) }}
+
+        {%- endfor -%}
 
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}
 
-    from report
+    from actions_report
+    where 
+    {# Limit conversions to the chosen action types #}
+    {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        (
+        {%- if action_type.name -%}
+            action_type = '{{ action_type.name }}'
+        {%- elif action_type.pattern -%}
+            action_type like '{{ action_type.pattern }}'
+        {%- endif -%}
+
+        {% if action_type.where_sql %}
+            and {{ action_type.where_sql }}
+        {%- endif -%}
+        ) {% if not loop.last %} or {% endif %}
+    {%- endfor %}
+
+    group by 1,2,3
+),
+
+action_value_metrics as (
+
+    select
+        source_relation,
+        ad_id,
+        date_day,
+        sum(conversions_value) as total_conversions_value
+
+        {# Iterate over each action_type to split it into a distinct column for deep dives #}
+        {% for action_type in var('facebook_ads__conversion_action_types') %}
+        {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+
+            , sum(case when 
+                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}
+                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions_value else 0 end) as {{ dbt_utils.slugify(action_column) }}_value
+                    
+        {%- endfor -%}
+
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}
+
+    from action_values_report
     where 
+    {# Limit conversions to the chosen action types #}
     {% for action_type in var('facebook_ads__conversion_action_types') -%}
         (
         {%- if action_type.name -%}
@@ -31,7 +88,34 @@ metrics as (
     {%- endfor %}
 
     group by 1,2,3
+),
+
+metrics_join as (
+
+    select
+        action_metrics.source_relation,
+        action_metrics.ad_id,
+        action_metrics.date_day,
+        action_metrics.total_conversions,
+        action_value_metrics.total_conversions_value
+
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
+
+            , action_metrics.{{ dbt_utils.slugify(action_column) }}
+            , action_value_metrics.{{ dbt_utils.slugify(action_column) }}_value
+
+        {%- endfor -%}
+
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}
+
+    from action_metrics 
+    left join action_value_metrics
+        on action_metrics.source_relation = action_value_metrics.source_relation
+        and action_metrics.ad_id = action_value_metrics.ad_id
+        and action_metrics.date_day = action_value_metrics.date_day
 )
 
 select * 
-from metrics
\ No newline at end of file
+from metrics_join
\ No newline at end of file
diff --git a/packages.yml b/packages.yml
index 6106691..ff76d99 100644
--- a/packages.yml
+++ b/packages.yml
@@ -2,6 +2,7 @@ packages:
 # - package: fivetran/facebook_ads_source
 #   version: [">=0.8.0", "<0.9.0"]
 # - local: ../Facebook_ads/dbt_facebook_ads_source
+# - local: ../../dbt_facebook_ads_source
 - git: https://github.com/fivetran/dbt_facebook_ads_source.git
   revision: feature/add-conversions
   warn-unpinned: false
\ No newline at end of file

From 7ec6786e9b5e9392f8ac9edbe4e78a3664fc5cb9 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Mon, 28 Oct 2024 13:29:24 -0700
Subject: [PATCH 20/44] bk

---
 README.md                                         | 15 ++++-----------
 dbt_project.yml                                   |  6 ++----
 .../int_facebook_ads__conversions.sql             |  2 ++
 3 files changed, 8 insertions(+), 15 deletions(-)

diff --git a/README.md b/README.md
index 4e26a17..a415b98 100644
--- a/README.md
+++ b/README.md
@@ -110,23 +110,15 @@ vars:
 ```
 
 ### Configuring Conversion Action Types
-By default, this package considers the following kinds of `action_types` to be conversions and pivots their metrics (raw event frequencies and monetary values) as columns in each `*_report` end model:
+By default, this package considers the following kinds of custom, purchase, and lead `action_types` to be conversions and pivots their metrics (raw event frequencies and monetary values) as columns in each `*_report` end model:
 
 | Action Type    | Action Description ([Meta docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/)) |
 | -------- | ------- |
-| `offsite_conversion.custom%`  | Sum of all custom conversions created by the advertiser. Each custom action aligns with this naming convention.     |
+| `offsite_conversion.fb_pixel_custom`  |  Custom pixel events defined by the advertiser. This will group together individual `offsite_conversion.custom%` custom conversion events.  |
 | `offsite_conversion.fb_pixel_lead`  | The number of "lead" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook leads, in short.  |
 | `onsite_conversion.lead_grouped`  | The number of leads submitted on Meta technologies (including forms and Messenger) and attributed to your ads. On-Facebook leads, in short.   |
 | `offsite_conversion.fb_pixel_purchase`  | The number of "purchase" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook purchases, in short.   |
 | `onsite_conversion.purchase`  | The number of purchases made within Meta technologies (such as Pages or Messenger) and attributed to your ads. On-Facebook purchases, in short.   |
-| `offsite_conversion.fb_pixel_add_payment_info` | The number of "add payment" info events attributed to your ads, based on information received from one or more of your connected Meta Business Tools.     |
-| `offsite_conversion.fb_pixel_add_to_cart` | The number of "add to cart" events attributed to your ads, based on information received from one or more of your connected Meta Business Tools.   |
-| `offsite_conversion.fb_pixel_add_to_wishlist` | The number of "add to wishlist" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
-| `offsite_conversion.fb_pixel_complete_registration` | The number of "complete registration" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
-| `offsite_conversion.fb_pixel_custom`  |  Custom pixel events defined by the advertiser.   |
-| `offsite_conversion.fb_pixel_initiate_checkout` | The number of "initiate checkout events" tracked by the pixel or Conversions API on your website and attributed to your ads.   |
-| `offsite_conversion.fb_pixel_search`  | The number of "search" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
-| `offsite_conversion.fb_pixel_view_content`  | The number of "view content" events tracked by the pixel or Conversions API on your website and attributed to your ads.   |
 
 These metrics will also be summed together into `total_conversions` and `total_conversions_value` fields in each `*_report` end model.
 
@@ -137,7 +129,8 @@ However, you may choose your own `action_types` to consider as conversions. To d
 vars:
   facebook_ads__conversion_action_types: # case-insensitive
     - name: exact_conversion_action_type_name # will grab `basic_ad_actions` records where action_type = 'exact_conversion_action_type_name'
-    - pattern: %custom% # will grab `basic_ad_actions` records where action_type like '%custom%'
+    - pattern: onsite_conversion% # will grab all `onsite_conversion%` records
+    - name: offsite_conversion.custom.my_custom_conversion_123
     - name: very_specific_conversion_action
       where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where (action_type = very_specific_conversion_action and {{ where_sql }})
     - pattern: subscribe%
diff --git a/dbt_project.yml b/dbt_project.yml
index 90490fd..d883202 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -25,13 +25,11 @@ vars:
       - name: onsite_conversion.lead_grouped
       - name: offsite_conversion.fb_pixel_purchase
       - name: offsite_conversion.fb_pixel_lead
-      - pattern: offsite_conversion.custom%
-      # - name: offsite_conversion.fb_pixel_custom -- sums up offsite_conversion.custom%
+      - name: offsite_conversion.fb_pixel_custom # same as pattern: offsite_conversion.custom%
 
     facebook_ads__conversion_action_value_types: # default values
       - name: onsite_conversion.purchase
       - name: onsite_conversion.lead_grouped
       - name: offsite_conversion.fb_pixel_purchase
       - name: offsite_conversion.fb_pixel_lead
-      - pattern: offsite_conversion.custom%
-      # - name: offsite_conversion.fb_pixel_custom -- sums up offsite_conversion.custom%
\ No newline at end of file
+      - name: offsite_conversion.fb_pixel_custom # sums up offsite_conversion.custom%
\ No newline at end of file
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index 226c943..cae0af8 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -1,3 +1,5 @@
+{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}
+
 with actions_report as (
 
     select *

From 5044dbf386963687430e8d0036e67fc80af0732c Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 29 Oct 2024 12:48:52 -0700
Subject: [PATCH 21/44] work

---
 .../tests/integrity/vertical_sum_conversion_value.sql           | 2 +-
 models/facebook_ads__account_report.sql                         | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
index ae18cd3..c2571f3 100644
--- a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -14,7 +14,7 @@ ad_model as (
         sum(coalesce(conversions, 0)) as conversions,
         sum(coalesce(view_through_conversions, 0)) as view_through_conversions
     from {{ ref('facebook_ads__ad_report') }}
-),
+)
 
 
 select 
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 4f79d52..31f31d1 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -39,7 +39,7 @@ joined as (
         sum(report.spend) as spend
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
-        , sum(coalesce(conversion_report.total_conversions_value, 0)) as conversions_value
+        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
 
         {% for action_type in var('facebook_ads__conversion_action_types') -%}
             {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}

From a3ecb3cf635bfd5d5be3b7c11fcda05b2a0d9003 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 30 Oct 2024 14:25:32 -0700
Subject: [PATCH 22/44] Revert pivoting

---
 .../horizontal_sum_conversion_value.sql       | 20 +++++++++----------
 .../vertical_sum_conversion_value.sql         |  6 +++---
 models/facebook.yml                           | 20 +++++++++----------
 models/facebook_ads__account_report.sql       | 12 +++++------
 models/facebook_ads__ad_report.sql            | 12 +++++------
 models/facebook_ads__ad_set_report.sql        | 12 +++++------
 models/facebook_ads__campaign_report.sql      | 12 +++++------
 models/facebook_ads__url_report.sql           | 12 +++++------
 .../int_facebook_ads__conversions.sql         | 20 +++++++++----------
 9 files changed, 63 insertions(+), 63 deletions(-)

diff --git a/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql b/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
index c3c3065..c5c3077 100644
--- a/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
@@ -6,42 +6,42 @@
 with ad_report as (
 
     select 
-        sum(conversion_value) as total_value
+        sum(total_conversion_value) as total_conversion_value
     from {{ ref('facebook_ads__ad_report') }}
 ),
 
 account_report as (
 
     select 
-        sum(conversion_value) as total_value
+        sum(total_conversion_value) as total_conversion_value
     from {{ ref('facebook_ads__account_report') }}
 ),
 
 ad_set_report as (
 
     select 
-        sum(conversion_value) as total_value
+        sum(total_conversion_value) as total_conversion_value
     from {{ ref('facebook_ads__ad_set_report') }}
 ),
 
 campaign_report as (
 
     select 
-        sum(conversion_value) as total_value
+        sum(total_conversion_value) as total_conversion_value
     from {{ ref('facebook_ads__campaign_report') }}
 ),
 
 url_report as (
 
     select 
-        sum(conversion_value) as total_value
+        sum(total_conversion_value) as total_conversion_value
     from {{ ref('facebook_ads__url_report') }}
 ),
 
 ad_w_url_report as (
 
     select 
-        sum(ads.conversion_value) as total_value
+        sum(ads.total_conversion_value) as total_conversion_value
     from {{ ref('facebook_ads__ad_report') }} ads
     join {{ ref('facebook_ads__url_report') }} urls
         on ads.ad_id = urls.ad_id
@@ -52,7 +52,7 @@ select
     'ad vs account' as comparison
 from ad_report 
 join account_report on true
-where ad_report.total_value != account_report.total_value
+where ad_report.total_conversion_value != account_report.total_conversion_value
 
 union all 
 
@@ -60,7 +60,7 @@ select
     'ad vs ad set' as comparison
 from ad_report 
 join ad_set_report on true
-where ad_report.total_value != ad_set_report.total_value
+where ad_report.total_conversion_value != ad_set_report.total_conversion_value
 
 union all 
 
@@ -68,7 +68,7 @@ select
     'ad vs campaign' as comparison
 from ad_report 
 join campaign_report on true
-where ad_report.total_value != campaign_report.total_value
+where ad_report.total_conversion_value != campaign_report.total_conversion_value
 
 union all 
 
@@ -76,4 +76,4 @@ select
     'ad vs url' as comparison
 from ad_w_url_report 
 join url_report on true
-where ad_w_url_report.total_value != url_report.total_value
\ No newline at end of file
+where ad_w_url_report.total_conversion_value != url_report.total_conversion_value
\ No newline at end of file
diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
index c2571f3..b62b1f9 100644
--- a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -1,7 +1,7 @@
 with ad_source as (
 
     select 
-        sum(coalesce(conversion_value, 0)) as total_value,
+        sum(coalesce(total_conversion_value, 0)) as total_conversion_value,
         sum(coalesce(conversions, 0)) as conversions,
         sum(coalesce(view_through_conversions, 0)) as view_through_conversions
     from {{ source('facebook_ads', 'basic_ad_actions') }}
@@ -10,7 +10,7 @@ with ad_source as (
 ad_model as (
 
     select 
-        sum(coalesce(conversion_value, 0)) as total_value,
+        sum(coalesce(total_conversion_value, 0)) as total_conversion_value,
         sum(coalesce(conversions, 0)) as conversions,
         sum(coalesce(view_through_conversions, 0)) as view_through_conversions
     from {{ ref('facebook_ads__ad_report') }}
@@ -21,6 +21,6 @@ select
     ad_source.*
 from ad_model 
 join ad_source on true
-where ad_model.total_value != ad_source.total_value
+where ad_model.total_conversion_value != ad_source.total_conversion_value
     or ad_model.total_conversions != ad_source.total_conversions
     or ad_model.view_through_conversions != ad_source.view_through_conversions
\ No newline at end of file
diff --git a/models/facebook.yml b/models/facebook.yml
index f439888..7c55cc4 100644
--- a/models/facebook.yml
+++ b/models/facebook.yml
@@ -67,9 +67,9 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: total_conversions
+      - name: conversions
         description: Total number of conversions using the default attribution window on the given day.
-      - name: total_conversions_value
+      - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__ad_report
@@ -112,9 +112,9 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: total_conversions
+      - name: conversions
         description: Total number of conversions using the default attribution window on the given day.
-      - name: total_conversions_value
+      - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
       - name: conversion_domain
         description: The domain you've configured the ad to convert to.
@@ -155,9 +155,9 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: total_conversions
+      - name: conversions
         description: Total number of conversions using the default attribution window on the given day.
-      - name: total_conversions_value
+      - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
       - name: optimization_goal
         description: The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
@@ -192,9 +192,9 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: total_conversions
+      - name: conversions
         description: Total number of conversions using the default attribution window on the given day.
-      - name: total_conversions_value
+      - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
 
   - name: facebook_ads__account_report
@@ -222,9 +222,9 @@ models:
         description: The number of impressions the ad had on the given day.
       - name: spend
         description: The spend on the ad in the given day.
-      - name: total_conversions
+      - name: conversions
         description: Total number of conversions using the default attribution window on the given day.
-      - name: total_conversions_value
+      - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
         
   - name: facebook_ads__url_tags
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 31f31d1..4bcc7cc 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -36,17 +36,17 @@ joined as (
         accounts.timezone_name,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
-        sum(report.spend) as spend
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
-        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+        sum(report.spend) as spend,
+        sum(coalesce(conversion_report.conversions, 0)) as conversions,
+        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
             {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%}
+        {%- endfor -%} #}
 
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index d6f8790..f386be8 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -62,17 +62,17 @@ joined as (
         ads.conversion_domain,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
-        sum(report.spend) as spend
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
-        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+        sum(report.spend) as spend,
+        sum(coalesce(conversion_report.conversions, 0)) as conversions,
+        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
             {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%}
+        {%- endfor -%} #}
 
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index f98e5ef..ba38f04 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -65,17 +65,17 @@ joined as (
         ad_sets.optimization_goal,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
-        sum(report.spend) as spend
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
-        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+        sum(report.spend) as spend, 
+        sum(coalesce(conversion_report.conversions, 0)) as conversions,
+        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
             {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%}
+        {%- endfor -%} #}
 
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index bed84cd..37fb8cf 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -55,17 +55,17 @@ joined as (
         campaigns.budget_remaining,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
-        sum(report.spend) as spend
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
-        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+        sum(report.spend) as spend, 
+        sum(coalesce(conversion_report.conversions, 0)) as conversions,
+        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
             {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%}
+        {%- endfor -%} #}
 
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index a576a35..38c8eef 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -78,17 +78,17 @@ joined as (
         creatives.utm_term,
         sum(report.clicks) as clicks,
         sum(report.impressions) as impressions,
-        sum(report.spend) as spend
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
-        , sum(coalesce(conversion_report.total_conversions, 0)) as total_conversions
-        , sum(coalesce(conversion_report.total_conversions_value, 0)) as total_conversions_value
+        sum(report.spend) as spend,
+        sum(coalesce(conversion_report.conversions, 0)) as conversions,
+        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
             {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
             , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%}
+        {%- endfor -%} #}
 
+        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index cae0af8..2c6c0bc 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -18,17 +18,17 @@ action_metrics as (
         source_relation,
         ad_id,
         date_day,
-        sum(conversions) as total_conversions
+        sum(conversions) as conversions
         
         {# Iterate over each action_type to split it into a distinct column for deep dives #}
-        {% for action_type in var('facebook_ads__conversion_action_types') %}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') %}
         {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
 
             , sum(case when 
                 {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}
                     action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions else 0 end) as {{ dbt_utils.slugify(action_column) }}
 
-        {%- endfor -%}
+        {%- endfor -%} #}
 
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}
 
@@ -58,17 +58,17 @@ action_value_metrics as (
         source_relation,
         ad_id,
         date_day,
-        sum(conversions_value) as total_conversions_value
+        sum(conversions_value) as conversions_value
 
         {# Iterate over each action_type to split it into a distinct column for deep dives #}
-        {% for action_type in var('facebook_ads__conversion_action_types') %}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') %}
         {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
 
             , sum(case when 
                 {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}
                     action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions_value else 0 end) as {{ dbt_utils.slugify(action_column) }}_value
                     
-        {%- endfor -%}
+        {%- endfor -%} #}
 
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}
 
@@ -98,16 +98,16 @@ metrics_join as (
         action_metrics.source_relation,
         action_metrics.ad_id,
         action_metrics.date_day,
-        action_metrics.total_conversions,
-        action_value_metrics.total_conversions_value
+        action_metrics.conversions,
+        action_value_metrics.conversions_value
 
-        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
         {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
 
             , action_metrics.{{ dbt_utils.slugify(action_column) }}
             , action_value_metrics.{{ dbt_utils.slugify(action_column) }}_value
 
-        {%- endfor -%}
+        {%- endfor -%} #}
 
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}

From 21776dc54d9e7d23add51aa520e594897c284557 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 30 Oct 2024 14:47:04 -0700
Subject: [PATCH 23/44] tests are working

---
 .../horizontal_sum_conversion_value.sql       | 32 ++++++++++++-------
 .../vertical_sum_conversion_value.sql         | 15 ++++-----
 2 files changed, 26 insertions(+), 21 deletions(-)

diff --git a/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql b/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
index c5c3077..4dc8d03 100644
--- a/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/horizontal_sum_conversion_value.sql
@@ -6,42 +6,48 @@
 with ad_report as (
 
     select 
-        sum(total_conversion_value) as total_conversion_value
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__ad_report') }}
 ),
 
 account_report as (
 
     select 
-        sum(total_conversion_value) as total_conversion_value
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__account_report') }}
 ),
 
 ad_set_report as (
 
     select 
-        sum(total_conversion_value) as total_conversion_value
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__ad_set_report') }}
 ),
 
 campaign_report as (
 
     select 
-        sum(total_conversion_value) as total_conversion_value
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__campaign_report') }}
 ),
 
 url_report as (
 
     select 
-        sum(total_conversion_value) as total_conversion_value
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__url_report') }}
 ),
 
 ad_w_url_report as (
 
     select 
-        sum(ads.total_conversion_value) as total_conversion_value
+        sum(coalesce(urls.conversions_value, 0)) as conversions_value,
+        sum(coalesce(urls.conversions, 0)) as conversions
     from {{ ref('facebook_ads__ad_report') }} ads
     join {{ ref('facebook_ads__url_report') }} urls
         on ads.ad_id = urls.ad_id
@@ -52,7 +58,8 @@ select
     'ad vs account' as comparison
 from ad_report 
 join account_report on true
-where ad_report.total_conversion_value != account_report.total_conversion_value
+where ad_report.conversions_value != account_report.conversions_value
+or ad_report.conversions != account_report.conversions
 
 union all 
 
@@ -60,20 +67,21 @@ select
     'ad vs ad set' as comparison
 from ad_report 
 join ad_set_report on true
-where ad_report.total_conversion_value != ad_set_report.total_conversion_value
-
+where ad_report.conversions_value != ad_set_report.conversions_value
+or ad_report.conversions != ad_set_report.conversions
 union all 
 
 select 
     'ad vs campaign' as comparison
 from ad_report 
 join campaign_report on true
-where ad_report.total_conversion_value != campaign_report.total_conversion_value
-
+where ad_report.conversions_value != campaign_report.conversions_value
+or ad_report.conversions != campaign_report.conversions
 union all 
 
 select 
     'ad vs url' as comparison
 from ad_w_url_report 
 join url_report on true
-where ad_w_url_report.total_conversion_value != url_report.total_conversion_value
\ No newline at end of file
+where ad_w_url_report.conversions_value != url_report.conversions_value
+or ad_w_url_report.conversions != url_report.conversions
\ No newline at end of file
diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
index b62b1f9..545f502 100644
--- a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -1,18 +1,16 @@
 with ad_source as (
 
     select 
-        sum(coalesce(total_conversion_value, 0)) as total_conversion_value,
-        sum(coalesce(conversions, 0)) as conversions,
-        sum(coalesce(view_through_conversions, 0)) as view_through_conversions
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ source('facebook_ads', 'basic_ad_actions') }}
 ),
 
 ad_model as (
 
     select 
-        sum(coalesce(total_conversion_value, 0)) as total_conversion_value,
-        sum(coalesce(conversions, 0)) as conversions,
-        sum(coalesce(view_through_conversions, 0)) as view_through_conversions
+        sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__ad_report') }}
 )
 
@@ -21,6 +19,5 @@ select
     ad_source.*
 from ad_model 
 join ad_source on true
-where ad_model.total_conversion_value != ad_source.total_conversion_value
-    or ad_model.total_conversions != ad_source.total_conversions
-    or ad_model.view_through_conversions != ad_source.view_through_conversions
\ No newline at end of file
+where ad_model.conversions_value != ad_source.conversions_value
+    or ad_model.conversions != ad_source.conversions
\ No newline at end of file

From ca2387c81eee98575c20d38a1ea22c74d38d290e Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 30 Oct 2024 15:07:16 -0700
Subject: [PATCH 24/44] tests

---
 README.md                                     |  6 +-
 .../consistency_account_report.sql            | 12 ++--
 .../consistency/consistency_ad_report.sql     | 12 ++--
 .../consistency/consistency_ad_set_report.sql | 12 ++--
 .../consistency_campaign_report.sql           | 12 ++--
 .../consistency/consistency_url_report.sql    | 12 ++--
 .../vertical_sum_conversion_value.sql         | 22 ++++++-
 .../int_facebook_ads__conversions.sql         | 61 ++++++++++---------
 8 files changed, 85 insertions(+), 64 deletions(-)

diff --git a/README.md b/README.md
index a415b98..a83ff45 100644
--- a/README.md
+++ b/README.md
@@ -42,11 +42,13 @@ To use this dbt package, you must have the following:
 
 - At least one Fivetran Facebook Ads connector syncing data into your destination.
 - A **BigQuery**, **Snowflake**, **Redshift**, **PostgreSQL**, or **Databricks** destination.
-- You will need to configure your Facebook Ads connector to pull the `basic_ad` pre-built report and its child `basic_ad_actions` pre-built report. These pre-built reports should be enabled in your connector by default. However, to confirm these reports are actively syncing you may perform the following steps:
+- You will need to configure your Facebook Ads connector to pull the `basic_ad` pre-built report and its child `basic_ad_actions` and `basic_ad_action_values` pre-built reports. These pre-built reports should be enabled in your connector by default. However, to confirm these reports are actively syncing you may perform the following steps:
     1. Navigate to the connector schema tab in Fivetran.
-    2. Search for `basic_ad` and `basic_ad_actions` and confirm they are both selected/enabled.
+    2. Search for `basic_ad`, `basic_ad_actions`, and `basic_ad_action_values` and confirm they are all selected/enabled.
     3. If not selected, do so and sync. If already selected you are ready to run the models!
 
+ >**Note**: If you do not have your Facebook Ads connector [schema change settings](https://fivetran.com/docs/using-fivetran/features/data-blocking-column-hashing/config#configureschemachangesettingsforexistingconnectors) set to `Allow all`, it is very possible that you are missing `basic_ad_actions` or `basic_ad_action_values`. If you would like to surface conversion metrics in your Facebook and/or Ad Reporting models, please ensure these reports are syncing. Otherwise, the `conversions` and `conversions_value` fields will be `null`.
+
 #### Databricks Dispatch Configuration
 If you are using a Databricks destination with this package you will need to add the below (or a variation of the below) dispatch configuration within your `dbt_project.yml`. This is required in order for the package to accurately search for macros within the `dbt-labs/spark_utils` then the `dbt-labs/dbt_utils` packages respectively.
 ```yml
diff --git a/integration_tests/tests/consistency/consistency_account_report.sql b/integration_tests/tests/consistency/consistency_account_report.sql
index fc2a6a1..e4bdff7 100644
--- a/integration_tests/tests/consistency/consistency_account_report.sql
+++ b/integration_tests/tests/consistency/consistency_account_report.sql
@@ -6,9 +6,9 @@
 with prod as (
     select
         account_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report
     group by 1
 ),
@@ -16,9 +16,9 @@ with prod as (
 dev as (
     select
         account_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report
     group by 1
 ),
diff --git a/integration_tests/tests/consistency/consistency_ad_report.sql b/integration_tests/tests/consistency/consistency_ad_report.sql
index 9d58510..a2cb7ba 100644
--- a/integration_tests/tests/consistency/consistency_ad_report.sql
+++ b/integration_tests/tests/consistency/consistency_ad_report.sql
@@ -6,9 +6,9 @@
 with prod as (
     select
         ad_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report
     group by 1
 ),
@@ -16,9 +16,9 @@ with prod as (
 dev as (
     select
         ad_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report
     group by 1
 ),
diff --git a/integration_tests/tests/consistency/consistency_ad_set_report.sql b/integration_tests/tests/consistency/consistency_ad_set_report.sql
index 88a17ef..f3577c3 100644
--- a/integration_tests/tests/consistency/consistency_ad_set_report.sql
+++ b/integration_tests/tests/consistency/consistency_ad_set_report.sql
@@ -6,9 +6,9 @@
 with prod as (
     select
         ad_set_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report
     group by 1
 ),
@@ -16,9 +16,9 @@ with prod as (
 dev as (
     select
         ad_set_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report
     group by 1
 ),
diff --git a/integration_tests/tests/consistency/consistency_campaign_report.sql b/integration_tests/tests/consistency/consistency_campaign_report.sql
index 50db1cc..9d98d03 100644
--- a/integration_tests/tests/consistency/consistency_campaign_report.sql
+++ b/integration_tests/tests/consistency/consistency_campaign_report.sql
@@ -6,9 +6,9 @@
 with prod as (
     select
         campaign_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report
     group by 1
 ),
@@ -16,9 +16,9 @@ with prod as (
 dev as (
     select
         campaign_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report
     group by 1
 ),
diff --git a/integration_tests/tests/consistency/consistency_url_report.sql b/integration_tests/tests/consistency/consistency_url_report.sql
index a961f52..2371a8f 100644
--- a/integration_tests/tests/consistency/consistency_url_report.sql
+++ b/integration_tests/tests/consistency/consistency_url_report.sql
@@ -6,9 +6,9 @@
 with prod as (
     select
         ad_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report
     group by 1
 ),
@@ -16,9 +16,9 @@ with prod as (
 dev as (
     select
         ad_id,
-        sum(clicks) as clicks, 
-        sum(impressions) as impressions,
-        sum(spend) as spend
+        sum(coalesce(clicks, 0)) as clicks, 
+        sum(coalesce(impressions, 0)) as impressions,
+        sum(coalesce(spend, 0)) as spend
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report
     group by 1
 ),
diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
index 545f502..ea44ab0 100644
--- a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -1,15 +1,31 @@
 with ad_source as (
 
     select 
-        sum(coalesce(conversions_value, 0)) as conversions_value,
         sum(coalesce(conversions, 0)) as conversions
-    from {{ source('facebook_ads', 'basic_ad_actions') }}
+    from {{ ref('stg_facebook_ads__basic_ad_actions') }}
+
+    {% if var('facebook_ads__conversion_action_types') -%}
+    where 
+        {# Limit conversions to the chosen action types #}
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            (
+            {%- if action_type.name -%}
+                action_type = '{{ action_type.name }}'
+            {%- elif action_type.pattern -%}
+                action_type like '{{ action_type.pattern }}'
+            {%- endif -%}
+
+            {% if action_type.where_sql %}
+                and {{ action_type.where_sql }}
+            {%- endif -%}
+            ) {% if not loop.last %} or {% endif %}
+        {%- endfor %}
+    {% endif %}
 ),
 
 ad_model as (
 
     select 
-        sum(coalesce(conversions_value, 0)) as conversions_value,
         sum(coalesce(conversions, 0)) as conversions
     from {{ ref('facebook_ads__ad_report') }}
 )
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index 2c6c0bc..02d1696 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -33,22 +33,23 @@ action_metrics as (
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}
 
     from actions_report
+    {% if var('facebook_ads__conversion_action_types') -%}
     where 
-    {# Limit conversions to the chosen action types #}
-    {% for action_type in var('facebook_ads__conversion_action_types') -%}
-        (
-        {%- if action_type.name -%}
-            action_type = '{{ action_type.name }}'
-        {%- elif action_type.pattern -%}
-            action_type like '{{ action_type.pattern }}'
-        {%- endif -%}
-
-        {% if action_type.where_sql %}
-            and {{ action_type.where_sql }}
-        {%- endif -%}
-        ) {% if not loop.last %} or {% endif %}
-    {%- endfor %}
-
+        {# Limit conversions to the chosen action types #}
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            (
+            {%- if action_type.name -%}
+                action_type = '{{ action_type.name }}'
+            {%- elif action_type.pattern -%}
+                action_type like '{{ action_type.pattern }}'
+            {%- endif -%}
+
+            {% if action_type.where_sql %}
+                and {{ action_type.where_sql }}
+            {%- endif -%}
+            ) {% if not loop.last %} or {% endif %}
+        {%- endfor %}
+    {% endif %}
     group by 1,2,3
 ),
 
@@ -73,21 +74,23 @@ action_value_metrics as (
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}
 
     from action_values_report
+    {% if var('facebook_ads__conversion_action_types') -%}
     where 
-    {# Limit conversions to the chosen action types #}
-    {% for action_type in var('facebook_ads__conversion_action_types') -%}
-        (
-        {%- if action_type.name -%}
-            action_type = '{{ action_type.name }}'
-        {%- elif action_type.pattern -%}
-            action_type like '{{ action_type.pattern }}'
-        {%- endif -%}
-
-        {% if action_type.where_sql %}
-            and {{ action_type.where_sql }}
-        {%- endif -%}
-        ) {% if not loop.last %} or {% endif %}
-    {%- endfor %}
+        {# Limit conversions to the chosen action types #}
+        {% for action_type in var('facebook_ads__conversion_action_types') -%}
+            (
+            {%- if action_type.name -%}
+                action_type = '{{ action_type.name }}'
+            {%- elif action_type.pattern -%}
+                action_type like '{{ action_type.pattern }}'
+            {%- endif -%}
+
+            {% if action_type.where_sql %}
+                and {{ action_type.where_sql }}
+            {%- endif -%}
+            ) {% if not loop.last %} or {% endif %}
+        {%- endfor %}
+    {% endif %}
 
     group by 1,2,3
 ),

From dd326d40be801fcf4201d569589861ac6e059042 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 30 Oct 2024 15:18:08 -0700
Subject: [PATCH 25/44] bk

---
 .../tests/integrity/vertical_sum_conversion_value.sql          | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
index ea44ab0..09335d0 100644
--- a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -35,5 +35,4 @@ select
     ad_source.*
 from ad_model 
 join ad_source on true
-where ad_model.conversions_value != ad_source.conversions_value
-    or ad_model.conversions != ad_source.conversions
\ No newline at end of file
+where ad_model.conversions != ad_source.conversions
\ No newline at end of file

From 8994c35417bf3bfc3a765560043c08d3efb4d3c9 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 5 Nov 2024 11:26:56 -0800
Subject: [PATCH 26/44] bk testing

---
 .buildkite/scripts/run_models.sh |  2 +-
 README.md                        | 12 ++++++++++--
 2 files changed, 11 insertions(+), 3 deletions(-)

diff --git a/.buildkite/scripts/run_models.sh b/.buildkite/scripts/run_models.sh
index ed8d5bb..d4d710d 100644
--- a/.buildkite/scripts/run_models.sh
+++ b/.buildkite/scripts/run_models.sh
@@ -21,4 +21,4 @@ dbt run --target "$db" --full-refresh
 dbt test --target "$db"
 dbt run --vars '{ad_reporting__url_report__using_null_filter: false}' --target "$db" --full-refresh
 dbt test --vars '{ad_reporting__url_report__using_null_filter: false}' --target "$db"
-dbt run-operation fivetran_utils.drop_schemas_automation --target "$db"
+# dbt run-operation fivetran_utils.drop_schemas_automation --target "$db"
diff --git a/README.md b/README.md
index a83ff45..61bad2c 100644
--- a/README.md
+++ b/README.md
@@ -78,6 +78,7 @@ vars:
 ```
 
 ### (Optional) Step 4: Additional configurations
+<details open><summary>Expand/Collapse details</summary>
 
 #### Union multiple connectors
 If you have multiple facebook_ads connectors in Fivetran and would like to use this package on all of them simultaneously, we have provided functionality to do so. The package will union all of the data together and pass the unioned table into the transformations. You will be able to see which source it came from in the `source_relation` column of each model. To use this functionality, you will need to set either the `facebook_ads_union_schemas` OR `facebook_ads_union_databases` variables (cannot do both) in your root `dbt_project.yml` file:
@@ -122,7 +123,7 @@ By default, this package considers the following kinds of custom, purchase, and
 | `offsite_conversion.fb_pixel_purchase`  | The number of "purchase" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook purchases, in short.   |
 | `onsite_conversion.purchase`  | The number of purchases made within Meta technologies (such as Pages or Messenger) and attributed to your ads. On-Facebook purchases, in short.   |
 
-These metrics will also be summed together into `total_conversions` and `total_conversions_value` fields in each `*_report` end model.
+These metrics will also be summed together into `conversions` and `conversions_value` fields in each `*_report` end model.
 
 However, you may choose your own `action_types` to consider as conversions. To do so, provide each action type to the below `facebook_ads__conversion_action_types` variable. For each action type, provide either an exact `name` **OR** a consistent `pattern` of naming convention. You may also provide an optional `where_sql` argument for each action type, in case you would like to dynamically choose conversion actions based on other columns (ie `source_relation` if you are running the package on multiple advertisers' datasets).
 
@@ -143,7 +144,7 @@ vars:
 
 #### Change the build schema
 
-By default, this package builds the Facebook Ads staging models within a schema titled (`<target_schema>` + `_facebook_ads_source`) and your Facebook Ads modeling models within a schema titled (`<target_schema>` + `_facebook_ads`) in your destination. If this is not where you would like your Facebook Ads data to be written to, add the following configuration to your root `dbt_project.yml` file:
+By default, this package builds the Facebook Ads staging models (8 views, 8 tables) within a schema titled (`<target_schema>` + `_facebook_ads_source`) and your Facebook Ads modeling models (6 tables, 2 intermediate views) within a schema titled (`<target_schema>` + `_facebook_ads`) in your destination. If this is not where you would like your Facebook Ads data to be written to, add the following configuration to your root `dbt_project.yml` file:
 
 ```yml
 models:
@@ -163,6 +164,8 @@ vars:
     facebook_ads_<default_source_table_name>_identifier: your_table_name 
 ```
 
+</details>
+
 ### (Optional) Step 5: Orchestrate your models with Fivetran Transformations for dbt Core™
 <details><summary>Expand for more details</summary>
 
@@ -197,6 +200,11 @@ A small team of analytics engineers at Fivetran develops these dbt packages. How
 
 We highly encourage and welcome contributions to this package. Check out [this dbt Discourse article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657) on the best workflow for contributing to a package.
 
+#### Contributors
+We thank [everyone](https://github.com/fivetran/dbt_facebook_ads/graphs/contributors) who has taken the time to contribute. Each PR, bug report, and feature request has made this package better and is truly appreciated.
+
+A special thank you to [Seer Interactive](https://www.seerinteractive.com/?utm_campaign=Fivetran%20%7C%20Models&utm_source=Fivetran&utm_medium=Fivetran%20Documentation), who we closely collaborated with to introduce native conversion support to our Ad packages.
+
 ## Are there any resources available?
 - If you have questions or want to reach out for help, see the [GitHub Issue](https://github.com/fivetran/dbt_facebook_ads/issues/new/choose) section to find the right avenue of support for you.
 - If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW).

From 42ffa65c4ac26df60ce274f28992d8dfbd94b146 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 5 Nov 2024 12:27:52 -0800
Subject: [PATCH 27/44] fix

---
 ...cebook_ads_basic_ad_action_values_data.csv | 162 +++++++++---------
 .../facebook_ads_basic_ad_actions_data.csv    |  20 +--
 .../vertical_sum_conversion_value.sql         |   5 +
 3 files changed, 95 insertions(+), 92 deletions(-)

diff --git a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
index b96791c..d71532d 100644
--- a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
+++ b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
@@ -1,83 +1,81 @@
 ad_id,date,_fivetran_id,index,action_type,value,_fivetran_synced,_7_d_click
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+6317634610871,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,5,offsite_conversion.fb_pixel_add_to_cart,29324.84,2024-10-02T16:33:01.394,29324.84
+6317634610871,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6,onsite_conversion.lead_grouped,4194.29,2024-10-02T16:33:01.394,4194.29
+6317634610871,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,7,add_to_cart,29324.84,2024-10-02T16:33:01.394,29324.84
+6317634610871,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,8,offsite_conversion.fb_pixel_lead,4194.29,2024-10-02T16:33:01.394,4194.29
+6317634610871,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,9,onsite_web_app_view_content,4194.29,2024-10-02T16:33:01.394,4194.29
+23857771826760536,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,492.03,2024-10-02T16:45:26.783,492.03
+23857771826760536,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,492.03,2024-10-02T16:45:26.783,492.03
+23857771826760536,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,492.03,2024-10-02T16:45:26.783,492.03
+23857771826760536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,view_content,2001.64,2024-10-02T16:45:26.783,2001.64
+23857771826760536,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_view_content,2001.64,2024-10-02T16:45:26.783,2001.64
+23857771826760536,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,5,offsite_conversion.fb_pixel_add_to_cart,492.03,2024-10-02T16:45:26.783,492.03
+23857771826760536,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6,onsite_conversion.lead_grouped,2001.64,2024-10-02T16:45:26.783,2001.64
+23857771826760536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,7,add_to_cart,492.03,2024-10-02T16:45:26.783,492.03
+23857771826760536,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,8,offsite_conversion.fb_pixel_lead,2001.64,2024-10-02T16:45:26.783,2001.64
+23857771826760536,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,9,onsite_web_app_view_content,2001.64,2024-10-02T16:45:26.783,2001.64
+6317634610871,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,5.82,2024-10-02T16:33:01.695,5.82
+6317634610871,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,5.82,2024-10-02T16:33:01.695,5.82
+6317634610871,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,5.82,2024-10-02T16:33:01.695,5.82
+6317634610871,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_add_to_cart,5.82,2024-10-02T16:33:01.695,5.82
+6317634610871,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,add_to_cart,5.82,2024-10-02T16:33:01.695,5.82
+120206305188560537,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,view_content,10582.27,2024-10-02T16:45:26.757,10582.27
+120206305188560537,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_view_content,10582.27,2024-10-02T16:45:26.757,10582.27
+120206305188560537,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.lead_grouped,10582.27,2024-10-02T16:45:26.757,10582.27
+120206305188560537,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_lead,10582.27,2024-10-02T16:45:26.757,10582.27
+120206305188560537,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,onsite_web_app_view_content,10582.27,2024-10-02T16:45:26.757,10582.27
+23856469955990536,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,initiate_checkout,6764.42,2024-10-02T16:45:26.834,6764.42
+23856469955990536,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_initiate_checkout,6764.42,2024-10-02T16:45:26.834,6764.42
+23856469955990536,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,view_content,23468.31,2024-10-02T16:45:26.834,23468.31
+23856469955990536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,omni_initiated_checkout,6764.42,2024-10-02T16:45:26.834,6764.42
+23856469955990536,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_view_content,23468.31,2024-10-02T16:45:26.834,23468.31
+23856469955990536,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,5,onsite_conversion.lead_grouped,23468.31,2024-10-02T16:45:26.834,23468.31
+23856469955990536,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6,offsite_conversion.fb_pixel_lead,23468.31,2024-10-02T16:45:26.834,23468.31
+23856469955990536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,7,onsite_web_app_view_content,23468.31,2024-10-02T16:45:26.834,23468.31
+23856469955990536,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,8,onsite_web_initiate_checkout,6764.42,2024-10-02T16:45:26.834,6764.42
+23857771826760536,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,207.51,2024-10-02T16:45:26.669,207.51
+23857771826760536,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,207.51,2024-10-02T16:45:26.669,207.51
+23857771826760536,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,207.51,2024-10-02T16:45:26.669,207.51
+23857771826760536,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_add_to_cart,207.51,2024-10-02T16:45:26.669,207.51
+23857771826760536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,add_to_cart,207.51,2024-10-02T16:45:26.669,207.51
+120206090491050537,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,view_content,2182.56,2024-10-02T16:45:26.815,2182.56
+120206090491050537,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_view_content,2182.56,2024-10-02T16:45:26.815,2182.56
+120206090491050537,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.lead_grouped,2182.56,2024-10-02T16:45:26.815,2182.56
+120206090491050537,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_lead,2182.56,2024-10-02T16:45:26.815,2182.56
+120206090491050537,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,onsite_web_app_view_content,2182.56,2024-10-02T16:45:26.815,2182.56
+23856470127220536,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,view_content,44650.59,2024-10-02T16:45:26.836,44650.59
+23856470127220536,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_view_content,44650.59,2024-10-02T16:45:26.836,44650.59
+23856470127220536,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.lead_grouped,44650.59,2024-10-02T16:45:26.836,44650.59
+23856470127220536,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_lead,44650.59,2024-10-02T16:45:26.836,44650.59
+23856470127220536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,onsite_web_app_view_content,44650.59,2024-10-02T16:45:26.836,44650.59
+23857771826760536,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,view_content,4163.53,2024-10-02T16:45:26.841,4163.53
+23857771826760536,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_view_content,4163.53,2024-10-02T16:45:26.841,4163.53
+23857771826760536,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.lead_grouped,4163.53,2024-10-02T16:45:26.841,4163.53
+23857771826760536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_lead,4163.53,2024-10-02T16:45:26.841,4163.53
+23857771826760536,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,onsite_web_app_view_content,4163.53,2024-10-02T16:45:26.841,4163.53
+120202611508550537,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,view_content,2333.3,2024-10-02T16:45:26.804,2333.3
+120202611508550537,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_view_content,2333.3,2024-10-02T16:45:26.804,2333.3
+120202611508550537,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.lead_grouped,2333.3,2024-10-02T16:45:26.804,2333.3
+120202611508550537,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_lead,2333.3,2024-10-02T16:45:26.804,2333.3
+120202611508550537,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,onsite_web_app_view_content,2333.3,2024-10-02T16:45:26.804,2333.3
+23853859984020450,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,initiate_checkout,13744.65,2024-10-02T16:33:01.554,13744.65
+23853859984020450,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,offsite_conversion.fb_pixel_initiate_checkout,13744.65,2024-10-02T16:33:01.554,13744.65
+23853859984020450,2020-12-04,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,omni_initiated_checkout,13744.65,2024-10-02T16:33:01.554,13744.65
+23853859984020450,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,onsite_web_initiate_checkout,13744.65,2024-10-02T16:33:01.554,13744.65
+23857771826760536,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,582.35,2024-10-02T16:45:26.726,582.35
+23857771826760536,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,initiate_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
+23857771826760536,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_initiate_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
+23857771826760536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,5,omni_initiated_checkout,1062.55,2024-10-02T16:45:26.726,1062.55
+23857771826760536,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6,offsite_conversion.fb_pixel_add_to_cart,582.35,2024-10-02T16:45:26.726,582.35
\ No newline at end of file
diff --git a/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
index 2342c45..438ed99 100644
--- a/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
+++ b/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
@@ -1,11 +1,11 @@
 _fivetran_id,ad_id,date,index,_1_d_view,_7_d_click,_fivetran_synced,action_type,inline,value
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-24,0,2.0,,2023-05-18 18:41:01.193000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-24,1,2.0,,2023-05-18 18:41:01.193000,lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-03,0,,2.0,2023-05-18 18:40:49.736000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-23,0,,2.0,2023-05-18 18:41:01.192000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-11-21,1,,2.0,2023-05-18 18:40:42.369000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-15,0,,3.0,2023-05-18 18:40:49.761000,offsite_conversion.fb_pixel_lead,,3.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-12-28,0,,3.0,2023-06-28 10:58:39.102000,offsite_conversion.fb_pixel_lead,,3.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2022-11-19,0,,4.0,2023-05-18 18:40:42.358000,offsite_conversion.fb_pixel_lead,,4.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2022-11-20,0,,1.0,2023-05-18 18:40:42.361000,offsite_conversion.fb_pixel_lead,,1.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2022-11-20,1,,1.0,2023-05-18 18:40:42.361000,lead,,1.0
\ No newline at end of file
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-10,0,2.0,,2023-05-18 18:41:01.193000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-04,1,2.0,,2023-05-18 18:41:01.193000,lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-05,0,,2.0,2023-05-18 18:40:49.736000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-06,0,,2.0,2023-05-18 18:41:01.192000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-02,1,,2.0,2023-05-18 18:40:42.369000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-03,0,,3.0,2023-05-18 18:40:49.761000,offsite_conversion.fb_pixel_lead,,3.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-14,0,,3.0,2023-06-28 10:58:39.102000,offsite_conversion.fb_pixel_lead,,3.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-13,0,,4.0,2023-05-18 18:40:42.358000,offsite_conversion.fb_pixel_lead,,4.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2020-12-05,0,,1.0,2023-05-18 18:40:42.361000,offsite_conversion.fb_pixel_lead,,1.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2020-12-08,1,,1.0,2023-05-18 18:40:42.361000,lead,,1.0
\ No newline at end of file
diff --git a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
index 09335d0..1b64b90 100644
--- a/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
+++ b/integration_tests/tests/integrity/vertical_sum_conversion_value.sql
@@ -1,3 +1,8 @@
+{{ config(
+    tags="fivetran_validations",
+    enabled=var('fivetran_validation_tests_enabled', false)
+) }}
+
 with ad_source as (
 
     select 

From a9b6c1d4dbd5d6f5ea717bdc77eabbff0a3d838c Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 5 Nov 2024 12:46:35 -0800
Subject: [PATCH 28/44] make seed file uniquw

---
 ...cebook_ads_basic_ad_action_values_data.csv | 72 +------------------
 1 file changed, 1 insertion(+), 71 deletions(-)

diff --git a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
index d71532d..70d8fd6 100644
--- a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
+++ b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
@@ -8,74 +8,4 @@ ad_id,date,_fivetran_id,index,action_type,value,_fivetran_synced,_7_d_click
 6317634610871,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,29324.84,2024-10-02T16:33:01.394,29324.84
 6317634610871,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,29324.84,2024-10-02T16:33:01.394,29324.84
 6317634610871,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,view_content,4194.29,2024-10-02T16:33:01.394,4194.29
-6317634610871,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_view_content,4194.29,2024-10-02T16:33:01.394,4194.29
-6317634610871,2020-12-10,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,5,offsite_conversion.fb_pixel_add_to_cart,29324.84,2024-10-02T16:33:01.394,29324.84
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\ No newline at end of file
+6317634610871,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_view_content,4194.29,2024-10-02T16:33:01.394,4194.29
\ No newline at end of file

From 5850ac6c52b3392cfcfe5d211ae2d99d700c137f Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 5 Nov 2024 14:26:20 -0800
Subject: [PATCH 29/44] document stuff

---
 CHANGELOG.md                      | 39 ++++++++++++++++++++-----
 README.md                         |  6 +++-
 docs/catalog.json                 |  2 +-
 docs/index.html                   | 47 +++++++------------------------
 docs/manifest.json                |  2 +-
 integration_tests/dbt_project.yml |  2 +-
 models/facebook.yml               | 37 ++++++++++++++++++++++--
 7 files changed, 84 insertions(+), 51 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c088f58..36d99b8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,21 +1,46 @@
 # dbt_facebook_ads v0.8.0
 
-## Feature Updates
-Introducing...conversion metrics ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43))!
-- Adds a `conversion_value` field to each `_report` end model, representing the value of conversions (calculated using the default attribution window set in Meta) that occurred on each day for each ad/campaign/ad set/url/account.
-- Creates a `facebook_ads__basic_ad_actions_passthrough_metrics` variable to pass through additional conversion value metrics that are calculated using different attribution windows. 
-  - By default, the package includes only the conversion value calculated using the default attribution window, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variable.
+## Feature Updates: Conversion Metrics
+[PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43) includes the following updates:
+- Adds a `conversions` and `conversions_value` field to each `_report` end model, representing the raw and monetary value of conversions, respectively, that occurred on each day for each ad/campaign/ad set/url/account. These will aggregate conversions of all included `action_types`. 
+  - By default, the package will consider purchase, lead, and custom-defined events to be conversions based on the record's `action_type` (see below):
+
+| Action Type    | Action Description ([Meta docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/)) |
+| -------- | ------- |
+| `offsite_conversion.fb_pixel_custom`  |  Custom pixel events defined by the advertiser. This will group together individual `offsite_conversion.custom%` custom conversion events.  |
+| `offsite_conversion.fb_pixel_lead`  | The number of "lead" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook leads, in short.  |
+| `onsite_conversion.lead_grouped`  | The number of leads submitted on Meta technologies (including forms and Messenger) and attributed to your ads. On-Facebook leads, in short.   |
+| `offsite_conversion.fb_pixel_purchase`  | The number of "purchase" events tracked by the pixel or Conversions API on your website and attributed to your ads. Off-Facebook purchases, in short.   |
+| `onsite_conversion.purchase`  | The number of purchases made within Meta technologies (such as Pages or Messenger) and attributed to your ads. On-Facebook purchases, in short.   |
+
+  - The above can be configured via the the new `facebook_ads__conversion_action_types` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#configuring-conversion-action-types) for more details.
+```yml
+# dbt_project.yml
+vars:
+  facebook_ads__conversion_action_types: # case-insensitive
+    - name: exact_conversion_action_type_name # will grab `basic_ad_actions` records where action_type = 'exact_conversion_action_type_name'
+    - pattern: onsite_conversion% # will grab all `onsite_conversion%` records
+    - name: offsite_conversion.custom.my_custom_conversion_123
+    - name: very_specific_conversion_action
+      where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where (action_type = very_specific_conversion_action and {{ where_sql }})
+    - pattern: subscribe%
+      where_sql: source_relation = 'advertiser who only cares about subscriptions' # will grab `basic_ad_actions` records where (action_type like 'subscribe%' and {{ where_sql }})
+```
+
+- Creates the new `facebook_ads__basic_ad_actions_passthrough_metrics` and `facebook_ads__basic_ad_action_values_passthrough_metrics` variables to pass through additional conversion value metrics that are calculated using different attribution windows. 
+  - By default, the package includes only the conversion values calculated using the default attribution window set in Meta, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variables.
 - Adds `optimization_goal` field to `facebook_ads__ad_set_report` model. This is defined as the optimization goal this ad set is using, possible values of which are defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
 - Adds `conversion_domain` field to `facebook_ads__ad_report` model. This is defined as the domain you've configured the ad to convert to.
 
 ## Documentation
-- Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` variable. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
+- Documents the ability to transform metrics provided to the `facebook_ads__basic_ad_passthrough_metrics` and `facebook_ads__basic_ad_action_values_passthrough_metrics` variables. See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
+- Added missing documentation for fields in the campaign, ad set, and account report models ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 
 ## Under the Hood
 - Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40)).
 - Updated the PR templates to align with our most up-to-date standards ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 - Removed the now-defunct 2nd reviewer bot workflow ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
-- Added a new [version](https://github.com/fivetran/dbt_facebook_ads/blob/main/macros/facebook_ads_persist_pass_through_columns.sql) of the `persist_pass_through_columns()` [macro](https://github.com/fivetran/dbt_fivetran_utils/blob/v0.4.10/macros/persist_pass_through_columns.sql) in which we can include `coalesces`.
+- Added a new [version](https://github.com/fivetran/dbt_facebook_ads/blob/main/macros/facebook_ads_persist_pass_through_columns.sql) of the `persist_pass_through_columns()` [macro](https://github.com/fivetran/dbt_fivetran_utils/blob/v0.4.10/macros/persist_pass_through_columns.sql) in which we can include `coalesces` ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 
 ## Contributors
 - [Seer Interactive](https://www.seerinteractive.com/?utm_campaign=Fivetran%20%7C%20Models&utm_source=Fivetran&utm_medium=Fivetran%20Documentation)
diff --git a/README.md b/README.md
index 61bad2c..98286a8 100644
--- a/README.md
+++ b/README.md
@@ -93,7 +93,7 @@ vars:
 To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG.
 
 #### Passing Through Additional Metrics
-By default, this package will select `clicks`, `impressions`, `cost`, and conversion `value` (using the default attribution window) from the source reporting tables (`BASIC_AD` and `BASIC_AD_ACTIONS`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
+By default, this package will select `clicks`, `impressions`, `cost`, and conversion `value` (using the default attribution window) from the source reporting tables (`BASIC_AD`, `BASIC_AD_ACTIONS`, and `BASIC_AD_ACTION_VALUES`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
 
 > **Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, spend, and default-attribution window conversion values) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
 
@@ -110,6 +110,10 @@ vars:
       - name: "_7_d_click"
         alias: "conversion_value_7d_click"
       - name: "_1_d_view"
+    facebook_ads__basic_ad_action_values_passthrough_metrics: # add conversion metrics found in BASIC_AD_ACTIONS
+      - name: "_7_d_click"
+        alias: "conversion_value_7d_click"
+      - name: "_1_d_view"
 ```
 
 ### Configuring Conversion Action Types
diff --git a/docs/catalog.json b/docs/catalog.json
index e69907b..c9fcf4a 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.13", "generated_at": "2024-05-23T22:24:37.401178Z", "invocation_id": "ad91bbd3-fdff-4102-bad5-ccaf48bca1a6", "env": {}}, "nodes": {"seed.facebook_ads_integration_tests.facebook_ads_account_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_account_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "name": {"type": "STRING", "index": 2, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 3, "name": "_fivetran_synced", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 2478, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 59, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_ad_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "ad_set_id": {"type": "INT64", "index": 3, "name": "ad_set_id", "comment": null}, "campaign_id": {"type": "INT64", "index": 4, "name": "campaign_id", "comment": null}, "creative_id": {"type": "INT64", "index": 5, "name": "creative_id", "comment": null}, "name": {"type": "STRING", "index": 6, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 8, "name": "updated_time", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 720, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 12, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_ad_set_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "campaign_id": {"type": "INT64", "index": 3, "name": "campaign_id", "comment": null}, "name": {"type": "STRING", "index": 4, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 5, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 6, "name": "updated_time", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 924, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 14, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_actions_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"_fivetran_id": {"type": "STRING", "index": 1, "name": "_fivetran_id", "comment": null}, "ad_id": {"type": "INT64", "index": 2, "name": "ad_id", "comment": null}, "date": {"type": "DATE", "index": 3, "name": "date", "comment": null}, "index": {"type": "INT64", "index": 4, "name": "index", "comment": null}, "_1_d_view": {"type": "FLOAT64", "index": 5, "name": "_1_d_view", "comment": null}, "_7_d_click": {"type": "FLOAT64", "index": 6, "name": "_7_d_click", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "action_type": {"type": "STRING", "index": 8, "name": "action_type", "comment": null}, "inline": {"type": "FLOAT64", "index": 9, "name": "inline", "comment": null}, "value": {"type": "FLOAT64", "index": 10, "name": "value", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1064, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data"}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"ad_id": {"type": "INT64", "index": 1, "name": "ad_id", "comment": null}, "date": {"type": "DATE", "index": 2, "name": "date", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "impressions": {"type": "INT64", "index": 4, "name": "impressions", "comment": null}, "inline_link_clicks": {"type": "INT64", "index": 5, "name": "inline_link_clicks", "comment": null}, "spend": {"type": "FLOAT64", "index": 6, "name": "spend", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 480, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data"}, "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_campaign_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "name": {"type": "STRING", "index": 3, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 4, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 5, "name": "updated_time", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 522, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 9, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_creative_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"page_link": {"type": "STRING", "index": 1, "name": "page_link", "comment": null}, "template_page_link": {"type": "STRING", "index": 2, "name": "template_page_link", "comment": null}, "id": {"type": "INT64", "index": 3, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 4, "name": "account_id", "comment": null}, "name": {"type": "STRING", "index": 5, "name": "name", "comment": null}, "url_tags": {"type": "STRING", "index": 6, "name": "url_tags", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "asset_feed_spec_link_urls": {"type": "STRING", "index": 8, "name": "asset_feed_spec_link_urls", "comment": null}, "object_story_link_data_child_attachments": {"type": "STRING", "index": 9, "name": "object_story_link_data_child_attachments", "comment": null}, "object_story_link_data_caption": {"type": "STRING", "index": 10, "name": "object_story_link_data_caption", "comment": null}, "object_story_link_data_description": {"type": "STRING", "index": 11, "name": "object_story_link_data_description", "comment": null}, "object_story_link_data_link": {"type": "STRING", "index": 12, "name": "object_story_link_data_link", "comment": null}, "object_story_link_data_message": {"type": "STRING", "index": 13, "name": "object_story_link_data_message", "comment": null}, "template_app_link_spec_ios": {"type": "STRING", "index": 14, "name": "template_app_link_spec_ios", "comment": null}, "_fivetran_id": {"type": "STRING", "index": 15, "name": "_fivetran_id", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1399000, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 1000, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data"}, "model.facebook_ads.facebook_ads__account_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "account_status": {"type": "STRING", "index": 5, "name": "account_status", "comment": null}, "business_country_code": {"type": "STRING", "index": 6, "name": "business_country_code", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 7, "name": "created_at", "comment": null}, "currency": {"type": "STRING", "index": 8, "name": "currency", "comment": null}, "timezone_name": {"type": "STRING", "index": 9, "name": "timezone_name", "comment": null}, "clicks": {"type": "INT64", "index": 10, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 11, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 12, "name": "spend", "comment": null}, "conversion_value": {"type": "FLOAT64", "index": 13, "name": "conversion_value", "comment": null}, "conversion_value_inline": {"type": "FLOAT64", "index": 14, "name": "conversion_value_inline", "comment": null}, "_1_d_view": {"type": "FLOAT64", "index": 15, "name": "_1_d_view", "comment": null}, "_7_d_click": {"type": "FLOAT64", "index": 16, "name": "_7_d_click", "comment": null}, "_28_d_click": {"type": "FLOAT64", "index": 17, "name": "_28_d_click", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 972, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 9, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__account_report"}, "model.facebook_ads.facebook_ads__ad_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "INT64", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "STRING", "index": 8, "name": "ad_set_name", "comment": null}, "ad_id": {"type": "INT64", "index": 9, "name": "ad_id", "comment": null}, "ad_name": {"type": "STRING", "index": 10, "name": "ad_name", "comment": null}, "conversion_domain": {"type": "STRING", "index": 11, "name": "conversion_domain", "comment": null}, "clicks": {"type": "INT64", "index": 12, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 13, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 14, "name": "spend", "comment": null}, "conversion_value": {"type": "FLOAT64", "index": 15, "name": "conversion_value", "comment": null}, "conversion_value_inline": {"type": "FLOAT64", "index": 16, "name": "conversion_value_inline", "comment": null}, "_1_d_view": {"type": "FLOAT64", "index": 17, "name": "_1_d_view", "comment": null}, "_7_d_click": {"type": "FLOAT64", "index": 18, "name": "_7_d_click", "comment": null}, "_28_d_click": {"type": "FLOAT64", "index": 19, "name": "_28_d_click", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1880, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__ad_report"}, "model.facebook_ads.facebook_ads__ad_set_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "INT64", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "STRING", "index": 8, "name": "ad_set_name", "comment": null}, "start_at": {"type": "TIMESTAMP", "index": 9, "name": "start_at", "comment": null}, "end_at": {"type": "TIMESTAMP", "index": 10, "name": "end_at", "comment": null}, "bid_strategy": {"type": "STRING", "index": 11, "name": "bid_strategy", "comment": null}, "daily_budget": {"type": "INT64", "index": 12, "name": "daily_budget", "comment": null}, "budget_remaining": {"type": "INT64", "index": 13, "name": "budget_remaining", "comment": null}, "optimization_goal": {"type": "STRING", "index": 14, "name": "optimization_goal", "comment": null}, "clicks": {"type": "INT64", "index": 15, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 16, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 17, "name": "spend", "comment": null}, "conversion_value": {"type": "FLOAT64", "index": 18, "name": "conversion_value", "comment": null}, "conversion_value_inline": {"type": "FLOAT64", "index": 19, "name": "conversion_value_inline", "comment": null}, "_1_d_view": {"type": "FLOAT64", "index": 20, "name": "_1_d_view", "comment": null}, "_7_d_click": {"type": "FLOAT64", "index": 21, "name": "_7_d_click", "comment": null}, "_28_d_click": {"type": "FLOAT64", "index": 22, "name": "_28_d_click", "comment": null}}, "stats": {"num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1760, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__ad_set_report"}, "model.facebook_ads.facebook_ads__campaign_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "start_at": {"type": "TIMESTAMP", "index": 7, "name": "start_at", "comment": null}, "end_at": {"type": "TIMESTAMP", "index": 8, "name": "end_at", "comment": null}, "status": {"type": "STRING", "index": 9, "name": "status", "comment": null}, "daily_budget": {"type": "INT64", "index": 10, "name": "daily_budget", "comment": null}, "lifetime_budget": {"type": "INT64", "index": 11, "name": "lifetime_budget", "comment": null}, "budget_remaining": {"type": "FLOAT64", "index": 12, "name": "budget_remaining", "comment": null}, "clicks": {"type": "INT64", "index": 13, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 14, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 15, "name": "spend", "comment": null}, "conversion_value": {"type": "FLOAT64", "index": 16, "name": "conversion_value", "comment": null}, "conversion_value_inline": {"type": "FLOAT64", "index": 17, "name": "conversion_value_inline", 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diff --git a/docs/index.html b/docs/index.html
index ca1e6f8..c580ce9 100644
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  * Prism: Lightweight, robust, elegant syntax highlighting
  *
@@ -56,7 +30,7 @@
  * @author Lea Verou <https://lea.verou.me>
  * @namespace
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t=this.router.locationService;e?this.location=t.url():t.url()!==this.location&&t.url(this.location,!0)},e.prototype.push=function(e,t,n){var r=n&&!!n.replace;this.router.urlService.url(e.format(t||{}),r)},e.prototype.href=function(e,t,n){var i=e.format(t);if(null==i)return null;n=n||{absolute:!1};var o=this.router.urlService.config,a=o.html5Mode();if(a||null===i||(i="#"+o.hashPrefix()+i),i=function(e,t,n,i){return"/"===i?e:t?Object(r.Kb)(i)+e:n?i.slice(1)+e:e}(i,a,n.absolute,o.baseHref()),!n.absolute||!i)return i;var s=!a&&i?"/":"",l=o.port(),c=80===l||443===l?"":":"+l;return[o.protocol(),"://",o.host(),c,s,i].join("")},Object.defineProperty(e.prototype,"interceptDeferred",{get:function(){return this.router.urlService.interceptDeferred},enumerable:!1,configurable:!0}),e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return s}));var r=n(0),i=n(3),o=n(1),a=n(10),s=function(){function e(e){var 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t=e.name||"",n=t.split(".");if("**"===n.pop()&&n.pop(),n.length){if(e.parent)throw new Error("States that specify the 'parent:' property should not have a '.' in their name ("+t+")");return n.join(".")}return e.parent?Object(i.l)(e.parent)?e.parent:e.parent.name:""},e.prototype.name=function(e){var t=e.name;if(-1!==t.indexOf(".")||!e.parent)return t;var n=Object(i.l)(e.parent)?e.parent:e.parent.name;return n?n+"."+t:t},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return a}));var r=n(1),i=n(0),o=n(19),a=function(){function e(e){this._states=e}return e.prototype.isRelative=function(e){return 0===(e=e||"").indexOf(".")||0===e.indexOf("^")},e.prototype.find=function(e,t,n){if(void 0===n&&(n=!0),e||""===e){var a=Object(r.l)(e),s=a?e:e.name;this.isRelative(s)&&(s=this.resolvePath(s,t));var l=this._states[s];if(l&&(a||!(a||l!==e&&l.self!==e)))return l;if(a&&n){var c=Object(i.U)(this._states).filter((function(e){return e.__stateObjectCache.nameGlob&&e.__stateObjectCache.nameGlob.matches(s)}));return c.length>1&&o.a.error("stateMatcher.find: Found multiple matches for "+s+" using glob: ",c.map((function(e){return e.name}))),c[0]}}},e.prototype.resolvePath=function(e,t){if(!t)throw new Error("No reference point given for path '"+e+"'");for(var n=this.find(t),r=e.split("."),i=r.length,o=0,a=n;o<i;o++)if(""!==r[o]||0!==o){if("^"!==r[o])break;if(!a.parent)throw new Error("Path '"+e+"' not valid for state '"+n.name+"'");a=a.parent}else a=n;var s=r.slice(o).join(".");return a.name+(a.name&&s?".":"")+s},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return o}));var r=n(4),i=n(44),o=function(){function e(e,t,n,r){this.router=e,this.states=t,this.builder=n,this.listeners=r,this.queue=[]}return e.prototype.dispose=function(){this.queue=[]},e.prototype.register=function(e){var t=this.queue,n=i.a.create(e),o=n.name;if(!Object(r.cb)(o))throw new Error("State must have a valid name");if(this.states.hasOwnProperty(o)||Object(r.N)(t.map(Object(r.wb)("name")),o))throw new Error("State '"+o+"' is already defined");return t.push(n),this.flush(),n},e.prototype.flush=function(){for(var e=this,t=this.queue,n=this.states,r=this.builder,i=[],o=[],a={},s=function(t){return e.states.hasOwnProperty(t)&&e.states[t]},l=function(){i.length&&e.listeners.forEach((function(e){return e("registered",i.map((function(e){return e.self})))}))};t.length>0;){var c=t.shift(),u=c.name,d=r.build(c),p=o.indexOf(c);if(d){var f=s(u);if(f&&f.name===u)throw new Error("State '"+u+"' is already defined");var h=s(u+".**");h&&this.router.stateRegistry.deregister(h),n[u]=c,this.attachRoute(c),p>=0&&o.splice(p,1),i.push(c)}else{var g=a[u];if(a[u]=t.length,p>=0&&g===t.length)return t.push(c),l(),n;p<0&&o.push(c),t.push(c)}}return l(),n},e.prototype.attachRoute=function(e){if(!e.abstract&&e.url){var t=this.router.urlService.rules;t.rule(t.urlRuleFactory.create(e))}},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return l}));var r=n(94),i=n(93),o=n(95),a=n(0),s=n(3),l=function(){function e(e){this.router=e,this.states={},this.listeners=[],this.matcher=new r.a(this.states),this.builder=new i.a(this.matcher,e.urlMatcherFactory),this.stateQueue=new o.a(e,this.states,this.builder,this.listeners),this._registerRoot()}return e.prototype._registerRoot=function(){(this._root=this.stateQueue.register({name:"",url:"^",views:null,params:{"#":{value:null,type:"hash",dynamic:!0}},abstract:!0})).navigable=null},e.prototype.dispose=function(){var e=this;this.stateQueue.dispose(),this.listeners=[],this.get().forEach((function(t){return e.get(t)&&e.deregister(t)}))},e.prototype.onStatesChanged=function(e){return this.listeners.push(e),function(){Object(a.L)(this.listeners)(e)}.bind(this)},e.prototype.root=function(){return this._root},e.prototype.register=function(e){return this.stateQueue.register(e)},e.prototype._deregisterTree=function(e){var t=this,n=this.get().map((function(e){return e.$$state()})),r=function(e){var t=n.filter((function(t){return-1!==e.indexOf(t.parent)}));return 0===t.length?t:t.concat(r(t))},i=r([e]),o=[e].concat(i).reverse();return o.forEach((function(e){var n=t.router.urlService.rules;n.rules().filter(Object(s.o)("state",e)).forEach((function(e){return n.removeRule(e)})),delete t.states[e.name]})),o},e.prototype.deregister=function(e){var t=this.get(e);if(!t)throw new Error("Can't deregister state; not found: "+e);var n=this._deregisterTree(t.$$state());return this.listeners.forEach((function(e){return e("deregistered",n.map((function(e){return e.self})))})),n},e.prototype.get=function(e,t){var n=this;if(0===arguments.length)return Object.keys(this.states).map((function(e){return n.states[e].self}));var r=this.matcher.find(e,t);return r&&r.self||null},e.prototype.decorator=function(e,t){return this.builder.builder(e,t)},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return v}));var r=n(0),i=n(1),o=n(50),a=n(6),s=n(18),l=n(52),c=n(56),u=n(9),d=n(26),p=n(16),f=n(62),h=n(27),g=n(115),m=n(3),v=function(){function e(t){this.router=t,this.invalidCallbacks=[],this._defaultErrorHandler=function(e){e instanceof Error&&e.stack?(console.error(e),console.error(e.stack)):e instanceof u.b?(console.error(e.toString()),e.detail&&e.detail.stack&&console.error(e.detail.stack)):console.error(e)};var n=Object.keys(e.prototype).filter(Object(m.i)(Object(r.z)(["current","$current","params","transition"])));Object(r.n)(Object(m.p)(e.prototype),this,Object(m.p)(this),n)}return Object.defineProperty(e.prototype,"transition",{get:function(){return this.router.globals.transition},enumerable:!1,configurable:!0}),Object.defineProperty(e.prototype,"params",{get:function(){return this.router.globals.params},enumerable:!1,configurable:!0}),Object.defineProperty(e.prototype,"current",{get:function(){return this.router.globals.current},enumerable:!1,configurable:!0}),Object.defineProperty(e.prototype,"$current",{get:function(){return this.router.globals.$current},enumerable:!1,configurable:!0}),e.prototype.dispose=function(){this.defaultErrorHandler(r.E),this.invalidCallbacks=[]},e.prototype._handleInvalidTargetState=function(e,t){var n=this,r=s.a.makeTargetState(this.router.stateRegistry,e),i=this.router.globals,l=function(){return i.transitionHistory.peekTail()},c=l(),p=new o.a(this.invalidCallbacks.slice()),f=new h.b(e).injector(),g=function(e){if(e instanceof d.a){var t=e;return(t=n.target(t.identifier(),t.params(),t.options())).valid()?l()!==c?u.b.superseded().toPromise():n.transitionTo(t.identifier(),t.params(),t.options()):u.b.invalid(t.error()).toPromise()}};return function e(){var n=p.dequeue();return void 0===n?u.b.invalid(t.error()).toPromise():a.b.$q.when(n(t,r,f)).then(g).then((function(t){return t||e()}))}()},e.prototype.onInvalid=function(e){return this.invalidCallbacks.push(e),function(){Object(r.L)(this.invalidCallbacks)(e)}.bind(this)},e.prototype.reload=function(e){return this.transitionTo(this.current,this.params,{reload:!Object(i.c)(e)||e,inherit:!1,notify:!1})},e.prototype.go=function(e,t,n){var i={relative:this.$current,inherit:!0},o=Object(r.o)(n,i,c.b);return this.transitionTo(e,t,o)},e.prototype.target=function(e,t,n){if(void 0===n&&(n={}),Object(i.i)(n.reload)&&!n.reload.name)throw new Error("Invalid reload state object");var r=this.router.stateRegistry;if(n.reloadState=!0===n.reload?r.root():r.matcher.find(n.reload,n.relative),n.reload&&!n.reloadState)throw new Error("No such reload state '"+(Object(i.l)(n.reload)?n.reload:n.reload.name)+"'");return new d.a(this.router.stateRegistry,e,t,n)},e.prototype.getCurrentPath=function(){var e=this,t=this.router.globals.successfulTransitions.peekTail();return t?t.treeChanges().to:[new l.a(e.router.stateRegistry.root())]},e.prototype.transitionTo=function(e,t,n){var i=this;void 0===t&&(t={}),void 0===n&&(n={});var o=this.router,s=o.globals;n=Object(r.o)(n,c.b);var l=function(){return s.transition};n=Object(r.r)(n,{current:l});var p=this.target(e,t,n),f=this.getCurrentPath();if(!p.exists())return this._handleInvalidTargetState(f,p);if(!p.valid())return Object(r.O)(p.error());if(!1===n.supercede&&l())return u.b.ignored("Another transition is in progress and supercede has been set to false in TransitionOptions for the transition. So the transition was ignored in favour of the existing one in progress.").toPromise();var h=function(e){return function(t){if(t instanceof u.b){var n=o.globals.lastStartedTransitionId<=e.$id;if(t.type===u.a.IGNORED)return n&&o.urlRouter.update(),a.b.$q.when(s.current);var r=t.detail;if(t.type===u.a.SUPERSEDED&&t.redirected&&r instanceof d.a){var l=e.redirect(r);return l.run().catch(h(l))}if(t.type===u.a.ABORTED)return n&&o.urlRouter.update(),a.b.$q.reject(t)}return i.defaultErrorHandler()(t),a.b.$q.reject(t)}},g=this.router.transitionService.create(f,p),m=g.run().catch(h(g));return Object(r.N)(m),Object(r.r)(m,{transition:g})},e.prototype.is=function(e,t,n){n=Object(r.o)(n,{relative:this.$current});var o=this.router.stateRegistry.matcher.find(e,n.relative);if(Object(i.c)(o)){if(this.$current!==o)return!1;if(!t)return!0;var a=o.parameters({inherit:!0,matchingKeys:t});return p.b.equals(a,p.b.values(a,t),this.params)}},e.prototype.includes=function(e,t,n){n=Object(r.o)(n,{relative:this.$current});var o=Object(i.l)(e)&&f.a.fromString(e);if(o){if(!o.matches(this.$current.name))return!1;e=this.$current.name}var a=this.router.stateRegistry.matcher.find(e,n.relative),s=this.$current.includes;if(Object(i.c)(a)){if(!Object(i.c)(s[a.name]))return!1;if(!t)return!0;var l=a.parameters({inherit:!0,matchingKeys:t});return p.b.equals(l,p.b.values(l,t),this.params)}},e.prototype.href=function(e,t,n){var o={lossy:!0,inherit:!0,absolute:!1,relative:this.$current};n=Object(r.o)(n,o),t=t||{};var a=this.router.stateRegistry.matcher.find(e,n.relative);if(!Object(i.c)(a))return null;n.inherit&&(t=this.params.$inherit(t,this.$current,a));var s=a&&n.lossy?a.navigable:a;return s&&void 0!==s.url&&null!==s.url?this.router.urlRouter.href(s.url,t,{absolute:n.absolute}):null},e.prototype.defaultErrorHandler=function(e){return this._defaultErrorHandler=e||this._defaultErrorHandler},e.prototype.get=function(e,t){var n=this.router.stateRegistry;return 0===arguments.length?n.get():n.get(e,t||this.$current)},e.prototype.lazyLoad=function(e,t){var n=this.get(e);if(!n||!n.lazyLoad)throw new Error("Can not lazy load "+e);var r=this.getCurrentPath(),i=s.a.makeTargetState(this.router.stateRegistry,r);return t=t||this.router.transitionService.create(r,i),Object(g.a)(t,n)},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return s}));var r=n(0),i=n(1),o=n(14),a=n(17),s=function(){function e(e){this.transition=e}return e.prototype.buildHooksForPhase=function(e){var t=this;return this.transition.router.transitionService._pluginapi._getEvents(e).map((function(e){return t.buildHooks(e)})).reduce(r.T,[]).filter(r.y)},e.prototype.buildHooks=function(e){var t=this.transition,n=t.treeChanges(),i=this.getMatchingHooks(e,n,t);if(!i)return[];var s={transition:t,current:t.options().current};return i.map((function(i){return i.matches(n,t)[e.criteriaMatchPath.name].map((function(n){var l=Object(r.r)({bind:i.bind,traceData:{hookType:e.name,context:n}},s),c=e.criteriaMatchPath.scope===o.b.STATE?n.state.self:null,u=new a.a(t,c,i,l);return{hook:i,node:n,transitionHook:u}}))})).reduce(r.T,[]).sort(function(e){void 0===e&&(e=!1);return function(t,n){var r=e?-1:1,i=(t.node.state.path.length-n.node.state.path.length)*r;return 0!==i?i:n.hook.priority-t.hook.priority}}(e.reverseSort)).map((function(e){return e.transitionHook}))},e.prototype.getMatchingHooks=function(e,t,n){var a=e.hookPhase===o.a.CREATE,s=this.transition.router.transitionService;return(a?[s]:[this.transition,s]).map((function(t){return t.getHooks(e.name)})).filter(Object(r.l)(i.a,"broken event named: "+e.name)).reduce(r.T,[]).filter((function(e){return e.matches(t,n)}))},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return b}));var r=n(100),i=n(101),o=n(56),a=n(102),s=n(96),l=n(97),c=n(103),u=n(0),d=n(1),p=n(104),f=n(10),h=n(4),g=0,m=Object(h.gb)("LocationServices",["url","path","search","hash","onChange"]),v=Object(h.gb)("LocationConfig",["port","protocol","host","baseHref","html5Mode","hashPrefix"]),b=function(){function e(e,t){void 0===e&&(e=m),void 0===t&&(t=v),this.locationService=e,this.locationConfig=t,this.$id=g++,this._disposed=!1,this._disposables=[],this.trace=f.c,this.viewService=new a.a(this),this.globals=new c.a,this.transitionService=new o.a(this),this.urlMatcherFactory=new r.b(this),this.urlRouter=new i.a(this),this.urlService=new p.a(this),this.stateRegistry=new s.a(this),this.stateService=new l.a(this),this._plugins={},this.viewService._pluginapi._rootViewContext(this.stateRegistry.root()),this.globals.$current=this.stateRegistry.root(),this.globals.current=this.globals.$current.self,this.disposable(this.globals),this.disposable(this.stateService),this.disposable(this.stateRegistry),this.disposable(this.transitionService),this.disposable(this.urlService),this.disposable(e),this.disposable(t)}return e.prototype.disposable=function(e){this._disposables.push(e)},e.prototype.dispose=function(e){var t=this;e&&Object(d.d)(e.dispose)?e.dispose(this):(this._disposed=!0,this._disposables.slice().forEach((function(e){try{"function"==typeof e.dispose&&e.dispose(t),Object(u.L)(t._disposables,e)}catch(e){}})))},e.prototype.plugin=function(e,t){void 0===t&&(t={});var n=new e(this,t);if(!n.name)throw new Error("Required property `name` missing on plugin: "+n);return this._disposables.push(n),this._plugins[n.name]=n},e.prototype.getPlugin=function(e){return e?this._plugins[e]:Object(u.U)(this._plugins)},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return s})),n.d(t,"b",(function(){return l}));var r=n(4),i=n(32),o=n(28),a=function(){return(a=Object.assign||function(e){for(var t,n=1,r=arguments.length;n<r;n++)for(var i in t=arguments[n])Object.prototype.hasOwnProperty.call(t,i)&&(e[i]=t[i]);return e}).apply(this,arguments)},s=function(){function e(e){this.router=e}return e.prototype.fromConfig=function(e,t,n){return new o.Param(e,t,o.DefType.CONFIG,this.router.urlService.config,n)},e.prototype.fromPath=function(e,t,n){return new o.Param(e,t,o.DefType.PATH,this.router.urlService.config,n)},e.prototype.fromSearch=function(e,t,n){return new o.Param(e,t,o.DefType.SEARCH,this.router.urlService.config,n)},e}(),l=function(){function e(e){var t=this;this.router=e,this.paramFactory=new s(this.router),this.UrlMatcher=i.a,this.Param=o.Param,this.caseInsensitive=function(e){return t.router.urlService.config.caseInsensitive(e)},this.defaultSquashPolicy=function(e){return t.router.urlService.config.defaultSquashPolicy(e)},this.strictMode=function(e){return t.router.urlService.config.strictMode(e)},this.type=function(e,n,r){return t.router.urlService.config.type(e,n,r)||t}}return e.prototype.compile=function(e,t){var n=this.router.urlService.config,o=t&&!t.state&&t.params;t=o?a({state:{params:o}},t):t;var s={strict:n._isStrictMode,caseInsensitive:n._isCaseInsensitive,decodeParams:n._decodeParams};return new i.a(e,n.paramTypes,this.paramFactory,Object(r.C)(s,t))},e.prototype.isMatcher=function(e){if(!Object(r.Z)(e))return!1;var t=!0;return Object(r.I)(i.a.prototype,(function(n,i){Object(r.U)(n)&&(t=t&&Object(r.T)(e[i])&&Object(r.U)(e[i]))})),t},e.prototype.$get=function(){var e=this.router.urlService.config;return e.paramTypes.enqueue=!1,e.paramTypes._flushTypeQueue(),this},e}()},function(e,t,n){"use strict";n.d(t,"a",(function(){return o}));var r=n(4),i=n(54);var o=function(){function e(e){var t=this;this.router=e,this.sync=function(e){return t.router.urlService.sync(e)},this.listen=function(e){return t.router.urlService.listen(e)},this.deferIntercept=function(e){return t.router.urlService.deferIntercept(e)},this.match=function(e){return t.router.urlService.match(e)},this.initial=function(e){return t.router.urlService.rules.initial(e)},this.otherwise=function(e){return t.router.urlService.rules.otherwise(e)},this.removeRule=function(e){return t.router.urlService.rules.removeRule(e)},this.rule=function(e){return t.router.urlService.rules.rule(e)},this.rules=function(){return t.router.urlService.rules.rules()},this.sort=function(e){return t.router.urlService.rules.sort(e)},this.when=function(e,n,r){return t.router.urlService.rules.when(e,n,r)},this.urlRuleFactory=new i.b(e)}return e.prototype.update=function(e){var 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"},function(e,t){e.exports="data:image/svg+xml,%3Csvg 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"},function(e,t){e.exports="data:image/svg+xml,%3Csvg 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ul:hover~.field-label,\n    .dropup ul:focus~.field-label {\n        color: #919599;\n    }\n\n    .dropdown-menu {\n        width: 100%;\n    }\n\n    .dropdown-menu li {\n        padding: 2px 10px;\n    }\n\n    .dropdown-menu li:hover {\n        background-color: #ededee !important;\n    }\n\n    li .checked {\n        width: 10px;\n        float: right;\n    }\n\n    </style>\n\n    <div class="launcher-section">\n        <div class="launcher-btn">\n            <a\n                class="btn btn-info btn-pill btn-lg btn-icon btn-shadow"\n                data-toggle="tooltip"\n                title="View Lineage Graph"\n                ng-click="onLauncherClick()">\n                <svg class="icn icn-md"><use xlink:href="#icn-flow"></use></svg>\n            </a>\n        </div>\n        <div class="launcher-content" ng-click="onWindowClick($event)">\n            <div class="launcher-window">\n                <div class="launcher-header">\n                    <div class="launcher-cell">\n                        <h6>\n                            Lineage Graph\n                        </h6>\n                    </div>\n                    <div class="launcher-actions">\n                        <a\n                            ng-click="showExpanded()"\n                            ng-show="graphService.orientation == \'sidebar\'"\n                            data-large\n                            class="btn btn-text btn-lg btn-icon btn-shadow"\n                            data-toggle="tooltip"\n                            title="View Fullscreen">\n                                <svg class="icn icn-md"><use xlink:href="#icn-expand"></use></svg>\n                        </a>\n                        <a\n                            ng-click="showContracted()"\n                            ng-show="graphService.orientation == \'fullscreen\' && selectorService.getViewNode()"\n                            class="btn btn-text btn-lg btn-icon btn-shadow"\n                            data-toggle="tooltip"\n                            title="View Fullscreen">\n                                <svg class="icn icn-md"><use xlink:href="#icn-contract"></use></svg>\n                        </a>\n                    </div>\n                </div>\n                <div class="launcher-body">\n                    <div class="launcher-embed">\n                        <div ng-controller="GraphCtrl" style="height: 100%" id="graph-viz-wrapper">\n                            <div graph-viz\n                                viz-options="graph.options"\n                                viz-elements="graph.elements"\n                                viz-style="graph.style"\n                                viz-layout="graph.layout"\n                                viz-ready="graph.ready"\n                                viz-rendered="graphRendered"\n                                viz-size="{size: graphService.orientation, expanded: graphService.expanded}"></div>\n                        </div>\n                    </div>\n                </div>\n                <div class="launcher-footer">\n                    <div class="launcher-cell launcher-flush">\n                        <div class="component bg-navy text-navy-lightest margin">\n                            <form class="fields fields-flush launcher-hide-sidebar"\n                                  ng-class="{visible: filters_visible}"\n                                  ng-submit="onUpdateSelector()">\n                                <label class="field">\n                                    <div class="dropdown dropup"\n                                         ng-class="{\'open\': isVisible(\'resource_types\')}"\n                                         data-form-type="resource_types">\n                                        <select\n                                            data-toggle="dropdown"\n                                            class=\'field-input form-control input-dark\'\n                                            ng-click="onSelectClick(\'resource_types\')"\n                                            ng-blur="onSelectBlur(\'resource_types\')">\n                                            <option selected disabled hidden>\n                                                <span>{{ selectionLabel(\'resource_types\') }}</span>\n                                            </option>\n                                        </select>\n                                        <ul\n                                            class="dropdown-menu"\n                                            ng-show="isVisible(\'resource_types\')">\n                                            <li ng-click="onSelectAll(\'resource_types\', !allSelected, $event)">\n                                                <strong class="text-dark">Select All</strong>\n                                                <span ng-show="allSelected">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                            <li\n                                                class=\'text-dark\'\n                                                ng-repeat="item in selectorService.options.resource_types"\n                                                ng-click="onItemSelect(\'resource_types\', item, $event)">\n                                                {{ resourceTypeTitle(item) }}\n                                                <span ng-show="isSelected(\'resource_types\', item)">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                        </ul>\n                                        <div class="field-label">resources</div>\n                                    </div>\n                                </label>\n                                <label class="field">\n                                    <div class="dropdown dropup"\n                                         ng-class="{\'open\': isVisible(\'packages\')}"\n                                         data-form-type="packages">\n                                        <select\n                                            data-toggle="dropdown"\n                                            class=\'field-input form-control input-dark\'\n                                            ng-click="onSelectClick(\'packages\')"\n                                            ng-blur="onSelectBlur(\'packages\')">\n                                            <option selected disabled hidden>\n                                                <span>{{ selectionLabel(\'packages\') }}</span>\n                                            </option>\n                                        </select>\n                                        <ul\n                                            class="dropdown-menu"\n                                            ng-show="isVisible(\'packages\')">\n                                            <li ng-click="onSelectAll(\'packages\', !allSelected, $event)">\n                                                <strong class="text-dark">Select All</strong>\n                                                <span ng-show="allSelected">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                            <li\n                                                class=\'text-dark\'\n                                                ng-repeat="item in selectorService.options.packages"\n                                                ng-click="onItemSelect(\'packages\', item, $event)">\n                                                {{ item }}\n                                                <span ng-show="isSelected(\'packages\', item)">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                        </ul>\n                                        <div class="field-label">packages</div>\n                                    </div>\n                                </label>\n                                <label class="field">\n                                    <div class="dropdown dropup"\n                                         ng-class="{\'open\': isVisible(\'tags\')}"\n                                         data-form-type="tags">\n                                        <select\n                                            data-toggle="dropdown"\n                                            class=\'field-input form-control input-dark\'\n                                            ng-click="onSelectClick(\'tags\')"\n                                            ng-blur="onSelectBlur(\'tags\', $event)">\n                                            <option selected disabled hidden>\n                                                <span>{{ selectionLabel(\'tags\', \'untagged\') }}</span>\n                                            </option>\n                                        </select>\n                                        <ul\n                                            class="dropdown-menu"\n                                            ng-show="isVisible(\'tags\')">\n                                            <li ng-click="onSelectAll(\'tags\', !allSelected, $event)">\n                                                <strong class="text-dark">Select All</strong>\n                                                <span ng-show="allSelected">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                            <li\n                                                class=\'text-dark\'\n                                                ng-repeat="item in selectorService.options.tags"\n                                                ng-click="onItemSelect(\'tags\', item, $event)">\n                                                <span ng-if=\'item == null\'>untagged</span>\n                                                <span ng-if=\'item != null\'>{{ item }}</span>\n                                                <span ng-show="isSelected(\'tags\', item)">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                        </ul>\n                                        <div class="field-label">tags</div>\n                                    </div>\n                                </label>\n                                <label class="field" style="flex: 4 0 160px">\n                                    <input type="text"\n                                           class="field-input form-control input-dark"\n                                           ng-model="selectorService.selection.dirty.include"\n                                           placeholder="..." />\n                                    <div class="field-label">--select</div>\n                                </label>\n                                <label class="field" style="flex: 4 0 160px">\n                                    <input type="text"\n                                           class="field-input form-control input-dark"\n                                           ng-model="selectorService.selection.dirty.exclude"\n                                           placeholder="..." />\n                                    <div class="field-label">--exclude</div>\n                                </label>\n                                <label class="field" style="flex: 0 0 80px">\n                                    <input type="submit"\n                                           id="submit-graph-selection"\n                                           class="field-input form-control input-dark"\n                                           ng-class="{\'dirty-submit\': selectorService.isDirty()}"\n                                           value="Update Graph" />\n                                    <div class="field-label text-center" style="width: 100%"></div>\n                                </label>\n                                <label class="field" style="flex: 0 0 80px">\n                                    <button type="button"\n                                        ng-click="closeGraph()"\n                                        class="field-input form-control input-dark text-center"\n                                        ><svg class="icn icn-md"><use xlink:href="#icn-close"></use></svg>\n                                    </button>\n                                </label>\n                            </form>\n                        </div>\n                    </div>\n                    \x3c!--<div class="launcher-spacer"></div>--\x3e\n                    <div class="launcher-actions" ng-show="graphService.orientation == \'sidebar\'">\n                        <button type="button"\n                            ng-click="closeGraph()"\n                            class="btn btn-text btn-lg btn-icon btn-shadow"\n                            data-toggle="tooltip"\n                            title="Close Graph"><svg class="icn icn-md"><use xlink:href="#icn-close"></use></svg>\n                        </button>\n                    </div>\n                </div>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){"use strict";n(234);const r=n(236),i=n(21),o=n(33),a=n(237);n(244)(a,o);const s=n(245);a.use(s),angular.module("dbt").directive("graphViz",["$q","$state","graph","selectorService","project","$timeout",function(e,t,n,s,l,c){return{restrict:"EA",replace:!0,scope:{vizElements:"=",vizLayout:"=",vizOptions:"=",vizStyle:"=",vizReady:"=",vizExtensions:"=",vizHideOptions:"=",vizSize:"=",vizRendered:"="},link:function(e,r,d,p){var f=u;e.$watch("vizSize",(function(e,t){c((function(){h.resize(),"fullscreen"==e?h.fit(100):h.fit(25)}))})),o(".viz-option").on("changed.bs.select",(function(e){o(e.target).data("option"),o(e.target).val()}));var h=a(i.assign({},e.vizOptions,{container:document.getElementById("cy"),style:e.vizStyle||[],elements:e.vizElements||[],layout:e.vizLayout||{name:"circle"}}));window.graph||(window.graph=h);e.graphReady&&o(window).on("load",(function(){h.ready(e.graphReady)}));h.on("select",(function(t){var 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if(e&&"semantic_model"==e.resource_type)r=n.showFullGraph("semantic_model:"+e.name);else if(e&&"saved_query"==e.resource_type)r=n.showFullGraph("saved_query:"+e.name);else r=n.showFullGraph(t);l.track_graph_interaction("show-expanded",r.length)},t.showContracted=function(){var e=a.getViewNode();if(e&&"source"==e.resource_type)var t=n.showVerticalGraph("source:"+e.source_name+"."+e.name,!0);else if(e&&"exposure"==e.resource_type)t=n.showVerticalGraph("exposure:"+e.name,!0);else if(e&&"metric"==e.resource_type)t=n.showVerticalGraph("metric:"+e.name,!0);else if(e&&"semantic_model"==e.resource_type)t=n.showVerticalGraph("semantic_model:"+e.name,!0);else if(e&&"saved_query"==e.resource_type)t=n.showVerticalGraph("saved_query:"+e.name,!0);else t=n.showVerticalGraph(e.name,!0);c.clearState(),l.track_graph_interaction("show-contracted",t.length)},t.closeGraph=function(){n.hideGraph(),c.clearState()},t.onLauncherClick=function(){var r=a.getViewNode();if(r)a.resetSelection(r),t.showContracted();else if(e.params.source){a.resetSelection(),t.showExpanded();var i=a.selectSource(e.params.source,{children:!0});setTimeout((function(){n.updateGraph(i)}))}else a.resetSelection(),t.showExpanded()},t.$watch((function(){return a.selection.dirty}),(function(e,t){if(a.isDirty()){var r=n.graph.pristine.dag,o=n.graph.pristine.nodes,s=a.selection.clean,l=a.selection.dirty,c=a.selectNodes(r,o,s),u=a.selectNodes(r,o,l),d=i.difference(c.selected,u.selected);n.markDirty(d)}else n.markAllClean()}),!0)}}}])},function(e,t){var n="/components/graph/graph-launcher.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'\n<div class="launcher" data-launcher="{{ graphService.orientation }}" ng-class="{on: graphService.expanded}">\n    <style>\n    .dirty-submit {\n        background-color: #0094b3 !important;\n        color: white !important;\n        transition: .5s linear;\n    }\n\n    #submit-graph-selection:hover {\n        background-color: #0094b3 !important;\n        color: white !important;\n    }\n\n    .dropup select:hover~.field-label,\n    .dropup select:focus~.field-label {\n        color: #919599;\n    }\n\n    .dropup ul:hover~.field-label,\n    .dropup ul:focus~.field-label {\n        color: #919599;\n    }\n\n    .dropdown-menu {\n        width: 100%;\n    }\n\n    .dropdown-menu li {\n        padding: 2px 10px;\n    }\n\n    .dropdown-menu li:hover {\n        background-color: #ededee !important;\n    }\n\n    li .checked {\n        width: 10px;\n        float: right;\n    }\n\n    </style>\n\n    <div class="launcher-section">\n        <div class="launcher-btn">\n            <a\n                class="btn btn-info btn-pill btn-lg btn-icon btn-shadow"\n                data-toggle="tooltip"\n                title="View Lineage Graph"\n                ng-click="onLauncherClick()">\n                <svg class="icn icn-md"><use xlink:href="#icn-flow"></use></svg>\n            </a>\n        </div>\n        <div class="launcher-content" ng-click="onWindowClick($event)">\n            <div class="launcher-window">\n                <div class="launcher-header">\n                    <div class="launcher-cell">\n                        <h6>\n                            Lineage Graph\n                        </h6>\n                    </div>\n                    <div class="launcher-actions">\n                        <a\n                            ng-click="showExpanded()"\n                            ng-show="graphService.orientation == \'sidebar\'"\n                            data-large\n                            class="btn btn-text btn-lg btn-icon btn-shadow"\n                            data-toggle="tooltip"\n                            title="View Fullscreen">\n                                <svg class="icn icn-md"><use xlink:href="#icn-expand"></use></svg>\n                        </a>\n                        <a\n                            ng-click="showContracted()"\n                            ng-show="graphService.orientation == \'fullscreen\' && selectorService.getViewNode()"\n                            class="btn btn-text btn-lg btn-icon btn-shadow"\n                            data-toggle="tooltip"\n                            title="View Fullscreen">\n                                <svg class="icn icn-md"><use xlink:href="#icn-contract"></use></svg>\n                        </a>\n                    </div>\n                </div>\n                <div class="launcher-body">\n                    <div class="launcher-embed">\n                        <div ng-controller="GraphCtrl" style="height: 100%" id="graph-viz-wrapper">\n                            <div graph-viz\n                                viz-options="graph.options"\n                                viz-elements="graph.elements"\n                                viz-style="graph.style"\n                                viz-layout="graph.layout"\n                                viz-ready="graph.ready"\n                                viz-rendered="graphRendered"\n                                viz-size="{size: graphService.orientation, expanded: graphService.expanded}"></div>\n                        </div>\n                    </div>\n                </div>\n                <div class="launcher-footer">\n                    <div class="launcher-cell launcher-flush">\n                        <div class="component bg-navy text-navy-lightest margin">\n                            <form class="fields fields-flush launcher-hide-sidebar"\n                                  ng-class="{visible: filters_visible}"\n                                  ng-submit="onUpdateSelector()">\n                                <label class="field">\n                                    <div class="dropdown dropup"\n                                         ng-class="{\'open\': isVisible(\'resource_types\')}"\n                                         data-form-type="resource_types">\n                                        <select\n                                            data-toggle="dropdown"\n                                            class=\'field-input form-control input-dark\'\n                                            ng-click="onSelectClick(\'resource_types\')"\n                                            ng-blur="onSelectBlur(\'resource_types\')">\n                                            <option selected disabled hidden>\n                                                <span>{{ selectionLabel(\'resource_types\') }}</span>\n                                            </option>\n                                        </select>\n                                        <ul\n                                            class="dropdown-menu"\n                                            ng-show="isVisible(\'resource_types\')">\n                                            <li ng-click="onSelectAll(\'resource_types\', !allSelected, $event)">\n                                                <strong class="text-dark">Select All</strong>\n                                                <span ng-show="allSelected">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                            <li\n                                                class=\'text-dark\'\n                                                ng-repeat="item in selectorService.options.resource_types"\n                                                ng-click="onItemSelect(\'resource_types\', item, $event)">\n                                                {{ resourceTypeTitle(item) }}\n                                                <span ng-show="isSelected(\'resource_types\', item)">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                        </ul>\n                                        <div class="field-label">resources</div>\n                                    </div>\n                                </label>\n                                <label class="field">\n                                    <div class="dropdown dropup"\n                                         ng-class="{\'open\': isVisible(\'packages\')}"\n                                         data-form-type="packages">\n                                        <select\n                                            data-toggle="dropdown"\n                                            class=\'field-input form-control input-dark\'\n                                            ng-click="onSelectClick(\'packages\')"\n                                            ng-blur="onSelectBlur(\'packages\')">\n                                            <option selected disabled hidden>\n                                                <span>{{ selectionLabel(\'packages\') }}</span>\n                                            </option>\n                                        </select>\n                                        <ul\n                                            class="dropdown-menu"\n                                            ng-show="isVisible(\'packages\')">\n                                            <li ng-click="onSelectAll(\'packages\', !allSelected, $event)">\n                                                <strong class="text-dark">Select All</strong>\n                                         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viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                        </ul>\n                                        <div class="field-label">packages</div>\n                                    </div>\n                                </label>\n                                <label class="field">\n                                    <div class="dropdown dropup"\n                                         ng-class="{\'open\': isVisible(\'tags\')}"\n                                         data-form-type="tags">\n                                        <select\n                                            data-toggle="dropdown"\n                                            class=\'field-input form-control input-dark\'\n                                            ng-click="onSelectClick(\'tags\')"\n             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2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                            <li\n                                                class=\'text-dark\'\n                                                ng-repeat="item in selectorService.options.tags"\n                                                ng-click="onItemSelect(\'tags\', item, $event)">\n                                                <span ng-if=\'item == null\'>untagged</span>\n                                                <span ng-if=\'item != null\'>{{ item }}</span>\n                                                <span ng-show="isSelected(\'tags\', item)">\n                                                    <svg class="checked" xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M20.285 2l-11.285 11.567-5.286-5.011-3.714 3.716 9 8.728 15-15.285z"/></svg>\n                                                </span>\n                                            </li>\n                                        </ul>\n                                        <div class="field-label">tags</div>\n                                    </div>\n                                </label>\n                                <label class="field" style="flex: 4 0 160px">\n                                    <input type="text"\n                                           class="field-input form-control input-dark"\n                                           ng-model="selectorService.selection.dirty.include"\n                                           placeholder="..." />\n                                    <div class="field-label">--select</div>\n                                </label>\n                                <label class="field" style="flex: 4 0 160px">\n                                    <input type="text"\n                                           class="field-input form-control input-dark"\n                                           ng-model="selectorService.selection.dirty.exclude"\n                                           placeholder="..." />\n                                    <div class="field-label">--exclude</div>\n                                </label>\n                                <label class="field" style="flex: 0 0 80px">\n                                    <input type="submit"\n                                           id="submit-graph-selection"\n                                           class="field-input form-control input-dark"\n                                           ng-class="{\'dirty-submit\': selectorService.isDirty()}"\n                                           value="Update Graph" />\n                                    <div class="field-label text-center" style="width: 100%"></div>\n                                </label>\n                                <label class="field" style="flex: 0 0 80px">\n                                    <button type="button"\n                                        ng-click="closeGraph()"\n                                        class="field-input form-control input-dark text-center"\n                                        ><svg class="icn icn-md"><use xlink:href="#icn-close"></use></svg>\n                                    </button>\n                                </label>\n                            </form>\n                        </div>\n                    </div>\n                    \x3c!--<div class="launcher-spacer"></div>--\x3e\n                    <div class="launcher-actions" ng-show="graphService.orientation == \'sidebar\'">\n                        <button type="button"\n                            ng-click="closeGraph()"\n                            class="btn btn-text btn-lg btn-icon btn-shadow"\n                            data-toggle="tooltip"\n                            title="Close 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 Embeddable Minimum Strictly-Compliant Promises/A+ 1.1.1 Thenable
 Copyright (c) 2013-2014 Ralf S. Engelschall (http://engelschall.com)
@@ -90,13 +64,12 @@
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l=i.makeBoundingBox(t.boundingBox?t.boundingBox:{x1:0,y1:0,w:n.width(),h:n.height()}),c=l.x1+l.w/2,u=l.y1+l.h/2,d=(void 0===t.sweep?2*Math.PI-2*Math.PI/s.length:t.sweep)/Math.max(1,s.length-1),p=void 0,f=0,h=0;h<s.length;h++){var g=s[h].layoutDimensions(t),m=g.w,v=g.h;f=Math.max(f,m,v)}if(p=o.number(t.radius)?t.radius:s.length<=1?0:Math.min(l.h,l.w)/2-f,s.length>1&&t.avoidOverlap){f*=1.75;var b=Math.cos(d)-Math.cos(0),y=Math.sin(d)-Math.sin(0),x=Math.sqrt(f*f/(b*b+y*y));p=Math.max(x,p)}return s.layoutPositions(this,t,(function(e,n){var r=t.startAngle+n*d*(a?1:-1),i=p*Math.cos(r),o=p*Math.sin(r);return{x:c+i,y:u+o}})),this},e.exports=s},function(e,t,n){"use strict";var r=n(1),i=n(2),o={fit:!0,padding:30,startAngle:1.5*Math.PI,sweep:void 0,clockwise:!0,equidistant:!1,minNodeSpacing:10,boundingBox:void 0,avoidOverlap:!0,nodeDimensionsIncludeLabels:!1,height:void 0,width:void 0,spacingFactor:void 0,concentric:function(e){return e.degree()},levelWidth:function(e){return 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k=v.length>0&&v[0].length>1,A=(Math.min(a.w,a.h)/2-w)/(v.length+k?1:0);w=Math.min(w,A)}for(var E=0,S=0;S<v.length;S++){var $=v[S],C=void 0===t.sweep?2*Math.PI-2*Math.PI/$.length:t.sweep,_=$.dTheta=C/Math.max(1,$.length-1);if($.length>1&&t.avoidOverlap){var O=Math.cos(_)-Math.cos(0),T=Math.sin(_)-Math.sin(0),j=Math.sqrt(w*w/(O*O+T*T));E=Math.max(j,E)}$.r=E,E+=w}if(t.equidistant){for(var P=0,D=0,R=0;R<v.length;R++){var I=v[R].r-D;P=Math.max(P,I)}D=0;for(var N=0;N<v.length;N++){var M=v[N];0===N&&(D=M.r),M.r=D,D+=P}}for(var z={},L=0;L<v.length;L++)for(var B=v[L],F=B.dTheta,q=B.r,V=0;V<B.length;V++){var U=B[V],H=t.startAngle+(n?1:-1)*F*V,G={x:s+q*Math.cos(H),y:l+q*Math.sin(H)};z[U.node.id()]=G}return o.layoutPositions(this,t,(function(e){var t=e.id();return z[t]})),this},e.exports=a},function(e,t,n){"use strict";var r,i=n(1),o=n(2),a=n(0),s=n(5),l={ready:function(){},stop:function(){},animate:!0,animationEasing:void 0,animationDuration:void 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u=e.layoutNodes[e.idToIndex[r[c]]];if(!u.isLocked){var d=o-u.positionX,p=a-u.positionY,f=Math.sqrt(d*d+p*p);if(f>1){var h=t.gravity*d/f,g=t.gravity*p/f;u.offsetX+=h,u.offsetY+=g}}}}},f=function(e,t){var n=[],r=0,i=-1;for(n.push.apply(n,e.graphSet[0]),i+=e.graphSet[0].length;r<=i;){var o=n[r++],a=e.idToIndex[o],s=e.layoutNodes[a],l=s.children;if(0<l.length&&!s.isLocked){for(var c=s.offsetX,u=s.offsetY,d=0;d<l.length;d++){var p=e.layoutNodes[e.idToIndex[l[d]]];p.offsetX+=c,p.offsetY+=u,n[++i]=l[d]}s.offsetX=0,s.offsetY=0}}},h=function(e,t){for(var n=0;n<e.nodeSize;n++)0<(i=e.layoutNodes[n]).children.length&&(i.maxX=void 0,i.minX=void 0,i.maxY=void 0,i.minY=void 0);for(n=0;n<e.nodeSize;n++)if(!(0<(i=e.layoutNodes[n]).children.length||i.isLocked)){var r=g(i.offsetX,i.offsetY,e.temperature);i.positionX+=r.x,i.positionY+=r.y,i.offsetX=0,i.offsetY=0,i.minX=i.positionX-i.width,i.maxX=i.positionX+i.width,i.minY=i.positionY-i.height,i.maxY=i.positionY+i.height,m(i,e)}for(n=0;n<e.nodeSize;n++){var i;0<(i=e.layoutNodes[n]).children.length&&!i.isLocked&&(i.positionX=(i.maxX+i.minX)/2,i.positionY=(i.maxY+i.minY)/2,i.width=i.maxX-i.minX,i.height=i.maxY-i.minY)}},g=function(e,t,n){var r=Math.sqrt(e*e+t*t);if(r>n)var i={x:n*e/r,y:n*t/r};else i={x:e,y:t};return i},m=function e(t,n){var r=t.parentId;if(null!=r){var i=n.layoutNodes[n.idToIndex[r]],o=!1;return(null==i.maxX||t.maxX+i.padRight>i.maxX)&&(i.maxX=t.maxX+i.padRight,o=!0),(null==i.minX||t.minX-i.padLeft<i.minX)&&(i.minX=t.minX-i.padLeft,o=!0),(null==i.maxY||t.maxY+i.padBottom>i.maxY)&&(i.maxY=t.maxY+i.padBottom,o=!0),(null==i.minY||t.minY-i.padTop<i.minY)&&(i.minY=t.minY-i.padTop,o=!0),o?e(i,n):void 0}},v=function(e){return 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r=n.eles.edges(),i=n.eles.nodes(),s={isCompound:e.hasCompoundNodes(),layoutNodes:[],idToIndex:{},nodeSize:i.size(),graphSet:[],indexToGraph:[],layoutEdges:[],edgeSize:r.size(),temperature:n.initialTemp,clientWidth:e.width(),clientHeight:e.width(),boundingBox:o.makeBoundingBox(n.boundingBox?n.boundingBox:{x1:0,y1:0,w:e.width(),h:e.height()})},l=n.eles.components(),c={},u=0;u<l.length;u++)for(var p=l[u],f=0;f<p.length;f++)c[p[f].id()]=u;for(u=0;u<s.nodeSize;u++){var h=(y=i[u]).layoutDimensions(n);(I={}).isLocked=y.locked(),I.id=y.data("id"),I.parentId=y.data("parent"),I.cmptId=c[y.id()],I.children=[],I.positionX=y.position("x"),I.positionY=y.position("y"),I.offsetX=0,I.offsetY=0,I.height=h.w,I.width=h.h,I.maxX=I.positionX+I.width/2,I.minX=I.positionX-I.width/2,I.maxY=I.positionY+I.height/2,I.minY=I.positionY-I.height/2,I.padLeft=parseFloat(y.style("padding")),I.padRight=parseFloat(y.style("padding")),I.padTop=parseFloat(y.style("padding")),I.padBottom=parseFloat(y.style("padding")),I.nodeRepulsion=a.fn(n.nodeRepulsion)?n.nodeRepulsion(y):n.nodeRepulsion,s.layoutNodes.push(I),s.idToIndex[I.id]=u}var g=[],m=0,v=-1,b=[];for(u=0;u<s.nodeSize;u++){var y,x=(y=s.layoutNodes[u]).parentId;null!=x?s.layoutNodes[s.idToIndex[x]].children.push(y.id):(g[++v]=y.id,b.push(y.id))}for(s.graphSet.push(b);m<=v;){var w=g[m++],k=s.idToIndex[w],A=s.layoutNodes[k].children;if(A.length>0)for(s.graphSet.push(A),u=0;u<A.length;u++)g[++v]=A[u]}for(u=0;u<s.graphSet.length;u++){var E=s.graphSet[u];for(f=0;f<E.length;f++){var S=s.idToIndex[E[f]];s.indexToGraph[S]=u}}for(u=0;u<s.edgeSize;u++){var $=r[u],C={};C.id=$.data("id"),C.sourceId=$.data("source"),C.targetId=$.data("target");var _=a.fn(n.idealEdgeLength)?n.idealEdgeLength($):n.idealEdgeLength,O=a.fn(n.edgeElasticity)?n.edgeElasticity($):n.edgeElasticity,T=s.idToIndex[C.sourceId],j=s.idToIndex[C.targetId];if(s.indexToGraph[T]!=s.indexToGraph[j]){for(var P=d(C.sourceId,C.targetId,s),D=s.graphSet[P],R=0,I=s.layoutNodes[T];-1===D.indexOf(I.id);)I=s.layoutNodes[s.idToIndex[I.parentId]],R++;for(I=s.layoutNodes[j];-1===D.indexOf(I.id);)I=s.layoutNodes[s.idToIndex[I.parentId]],R++;_*=R*n.nestingFactor}C.idealLength=_,C.elasticity=O,s.layoutEdges.push(C)}return s},d=function(e,t,n){var r=p(e,t,0,n);return 2>r.count?0:r.graph},p=function e(t,n,r,i){var o=i.graphSet[r];if(-1<o.indexOf(t)&&-1<o.indexOf(n))return{count:2,graph:r};for(var a=0,s=0;s<o.length;s++){var l=o[s],c=i.idToIndex[l],u=i.layoutNodes[c].children;if(0!==u.length){var d=e(t,n,i.indexToGraph[i.idToIndex[u[0]]],i);if(0!==d.count){if(1!==d.count)return d;if(2==++a)break}}}return{count:a,graph:r}},f=function(e){if(r){console.debug("layoutNodes:");for(var t=0;t<e.nodeSize;t++){var n=e.layoutNodes[t],i="\nindex: "+t+"\nId: "+n.id+"\nChildren: "+n.children.toString()+"\nparentId: "+n.parentId+"\npositionX: "+n.positionX+"\npositionY: "+n.positionY+"\nOffsetX: "+n.offsetX+"\nOffsetY: "+n.offsetY+"\npadLeft: "+n.padLeft+"\npadRight: "+n.padRight+"\npadTop: "+n.padTop+"\npadBottom: "+n.padBottom;console.debug(i)}for(var t in console.debug("idToIndex"),e.idToIndex)console.debug("Id: "+t+"\nIndex: "+e.idToIndex[t]);console.debug("Graph Set");var o=e.graphSet;for(t=0;t<o.length;t++)console.debug("Set : "+t+": "+o[t].toString());for(i="IndexToGraph",t=0;t<e.indexToGraph.length;t++)i+="\nIndex : "+t+" Graph: "+e.indexToGraph[t];for(console.debug(i),i="Layout Edges",t=0;t<e.layoutEdges.length;t++){var a=e.layoutEdges[t];i+="\nEdge Index: "+t+" ID: "+a.id+" SouceID: "+a.sourceId+" TargetId: "+a.targetId+" Ideal Length: "+a.idealLength}console.debug(i),i="nodeSize: "+e.nodeSize,i+="\nedgeSize: "+e.edgeSize,i+="\ntemperature: "+e.temperature,console.debug(i)}},h=function(e,t){for(var n=e.clientWidth,r=e.clientHeight,i=0;i<e.nodeSize;i++){var o=e.layoutNodes[i];0!==o.children.length||o.isLocked||(o.positionX=Math.random()*n,o.positionY=Math.random()*r)}},g=function(e,t,n){var r=n.layout,i=n.eles.nodes(),o=e.boundingBox,a={x1:1/0,x2:-1/0,y1:1/0,y2:-1/0};n.boundingBox&&(i.forEach((function(t){var n=e.layoutNodes[e.idToIndex[t.data("id")]];a.x1=Math.min(a.x1,n.positionX),a.x2=Math.max(a.x2,n.positionX),a.y1=Math.min(a.y1,n.positionY),a.y2=Math.max(a.y2,n.positionY)})),a.w=a.x2-a.x1,a.h=a.y2-a.y1),i.positions((function(t,r){var i=e.layoutNodes[e.idToIndex[t.data("id")]];if(n.boundingBox){var s=(i.positionX-a.x1)/a.w,l=(i.positionY-a.y1)/a.h;return{x:o.x1+s*o.w,y:o.y1+l*o.h}}return{x:i.positionX,y:i.positionY}})),!0!==e.ready&&(e.ready=!0,r.one("layoutready",n.ready),r.emit({type:"layoutready",layout:this}))};e.exports=c},function(e,t,n){"use strict";var r=n(1),i=n(2),o={fit:!0,padding:30,boundingBox:void 0,avoidOverlap:!0,avoidOverlapPadding:10,nodeDimensionsIncludeLabels:!1,spacingFactor:void 0,condense:!1,rows:void 0,cols:void 0,position:function(e){},sort:void 0,animate:!1,animationDuration:500,animationEasing:void 0,animateFilter:function(e,t){return!0},ready:void 0,stop:void 0,transform:function(e,t){return t}};function 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A=w.layoutDimensions(t),E=t.avoidOverlapPadding,S=A.w+E,$=A.h+E;b=Math.max(b,S),y=Math.max(y,$)}for(var C={},_=function(e,t){return!!C["c-"+e+"-"+t]},O=function(e,t){C["c-"+e+"-"+t]=!0},T=0,j=0,P=function(){++j>=c&&(j=0,T++)},D={},R=0;R<r.length;R++){var I=r[R],N=t.position(I);if(N&&(void 0!==N.row||void 0!==N.col)){var M={row:N.row,col:N.col};if(void 0===M.col)for(M.col=0;_(M.row,M.col);)M.col++;else if(void 0===M.row)for(M.row=0;_(M.row,M.col);)M.row++;D[I.id()]=M,O(M.row,M.col)}}r.layoutPositions(this,t,(function(e,t){var n=void 0,r=void 0;if(e.locked()||e.isParent())return!1;var i=D[e.id()];if(i)n=i.col*b+b/2+o.x1,r=i.row*y+y/2+o.y1;else{for(;_(T,j);)P();n=j*b+b/2+o.x1,r=T*y+y/2+o.y1,O(T,j),P()}return{x:n,y:r}}))}return this},e.exports=a},function(e,t,n){"use strict";var r=n(1),i={ready:function(){},stop:function(){}};function o(e){this.options=r.extend({},i,e)}o.prototype.run=function(){var e=this.options,t=e.eles;return 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r||(r=Math.max(Math.pow(13.37*e,.9),29)*t,n[e+", "+t]=r,r)},e.exports=i},function(e,t,n){"use strict";var r=n(2),i=n(0),o={};function a(e){var t=[];if(null!=e){for(var n=0;n<e.length;n+=2){var r=e[n],i=e[n+1];t.push({x:r,y:i})}return t}}o.findEdgeControlPoints=function(e){if(e&&0!==e.length){for(var t,n,o,a,s,l=this,c=l.cy.hasCompoundNodes(),u={},d=[],p=[],f=0;f<e.length;f++){var h=(Ft=(Bt=e[f])._private).data,g="unbundled-bezier"===(D=Bt.pstyle("curve-style").value)||"segments"===D,m="unbundled-bezier"===D||"bezier"===D;if("none"!==Bt.pstyle("display").value)if("haystack"!==D){var v=h.source,b=h.target;t=v>b?b+"$-$"+v:v+"$-$"+b,g&&(t="unbundled$-$"+h.id);var y=u[t];null==y&&(y=u[t]=[],d.push(t)),y.push(Bt),g&&(y.hasUnbundled=!0),m&&(y.hasBezier=!0)}else p.push(Bt)}for(var x=0;x<d.length;x++){var w=u[t=d[x]];if(w.sort((function(e,t){return e.poolIndex()-t.poolIndex()})),Ht=w[0]._private.source,Gt=w[0]._private.target,!w.hasUnbundled&&Ht.id()>Gt.id()){var k=Ht;Ht=Gt,Gt=k}Wt=Ht.position(),Yt=Gt.position(),Xt=Ht.outerWidth(),Qt=Ht.outerHeight(),Zt=Gt.outerWidth(),Jt=Gt.outerHeight(),n=l.nodeShapes[this.getNodeShape(Ht)],o=l.nodeShapes[this.getNodeShape(Gt)],s=!1;var A={north:0,west:0,south:0,east:0,northwest:0,southwest:0,northeast:0,southeast:0},E=Wt.x,S=Wt.y,$=Xt,C=Qt,_=Yt.x,O=Yt.y,T=Zt,j=Jt,P=w.length;for(f=0;f<w.length;f++){var D,R,I=(Vt=(Bt=w[f])._private.rscratch).lastEdgeIndex,N=f,M=Vt.lastNumEdges,z=(g="unbundled-bezier"===(D=Bt.pstyle("curve-style").value)||"segments"===D,Ht.id()!==Bt.source().id()),L=Bt.pstyle("control-point-distances"),B=Bt.pstyle("loop-direction").pfValue,F=Bt.pstyle("loop-sweep").pfValue,q=Bt.pstyle("control-point-weights"),V=L&&q?Math.min(L.value.length,q.value.length):1,U=Bt.pstyle("control-point-step-size").pfValue,H=L?L.pfValue[0]:void 0,G=q.value[0],W=Bt.pstyle("edge-distances").value,Y=Bt.pstyle("segment-weights"),X=Bt.pstyle("segment-distances"),Z=Math.min(Y.pfValue.length,X.pfValue.length),Q=Bt.pstyle("source-endpoint").value,J=Bt.pstyle("target-endpoint").value,K=Bt.pstyle("source-arrow-shape").value,ee=Bt.pstyle("target-arrow-shape").value,te=Bt.pstyle("arrow-scale").value,ne=Bt.pstyle("width").pfValue,re=Vt.lastSrcCtlPtX,ie=Vt.lastSrcCtlPtY,oe=Vt.lastSrcCtlPtW,ae=Vt.lastSrcCtlPtH,se=Vt.lastTgtCtlPtX,le=Vt.lastTgtCtlPtY,ce=Vt.lastTgtCtlPtW,ue=Vt.lastTgtCtlPtH,de=Vt.lastCurveStyle,pe=D,fe=Vt.lastCtrlptDists,he=L?L.strValue:null,ge=Vt.lastCtrlptWs,me=q.strValue,ve=Vt.lastSegmentWs,be=Y.strValue,ye=Vt.lastSegmentDs,xe=X.strValue,we=Vt.lastStepSize,ke=U,Ae=Vt.lastLoopDir,Ee=B,Se=Vt.lastLoopSwp,$e=F,Ce=Vt.lastEdgeDistances,_e=W,Oe=Vt.lastSrcEndpt,Te=Q,je=Vt.lastTgtEndpt,Pe=J,De=Vt.lastSrcArr,Re=K,Ie=Vt.lastTgtArr,Ne=ee,Me=Vt.lastLineW,ze=ne,Le=Vt.lastArrScl,Be=te;if(Vt.badBezier=!!s,re===E&&ie===S&&oe===$&&ae===C&&se===_&&le===O&&ce===T&&ue===j&&de===pe&&fe===he&&ge===me&&ve===be&&ye===xe&&we===ke&&Ae===Ee&&Se===$e&&Ce===_e&&Oe===Te&&je===Pe&&De===Re&&Ie===Ne&&Me===ze&&Le===Be&&(I===N&&M===P||g)?R=!0:(R=!1,Vt.lastSrcCtlPtX=E,Vt.lastSrcCtlPtY=S,Vt.lastSrcCtlPtW=$,Vt.lastSrcCtlPtH=C,Vt.lastTgtCtlPtX=_,Vt.lastTgtCtlPtY=O,Vt.lastTgtCtlPtW=T,Vt.lastTgtCtlPtH=j,Vt.lastEdgeIndex=N,Vt.lastNumEdges=P,Vt.lastCurveStyle=pe,Vt.lastCtrlptDists=he,Vt.lastCtrlptWs=me,Vt.lastSegmentDs=xe,Vt.lastSegmentWs=be,Vt.lastStepSize=ke,Vt.lastLoopDir=Ee,Vt.lastLoopSwp=$e,Vt.lastEdgeDistances=_e,Vt.lastSrcEndpt=Te,Vt.lastTgtEndpt=Pe,Vt.lastSrcArr=Re,Vt.lastTgtArr=Ne,Vt.lastLineW=ze,Vt.lastArrScl=Be),!R){if(!w.calculatedIntersection&&Ht!==Gt&&(w.hasBezier||w.hasUnbundled)){w.calculatedIntersection=!0;var Fe=n.intersectLine(Wt.x,Wt.y,Xt,Qt,Yt.x,Yt.y,0);w.srcIntn=Fe;var qe=o.intersectLine(Yt.x,Yt.y,Zt,Jt,Wt.x,Wt.y,0);w.tgtIntn=qe;var Ve={x1:Fe[0],x2:qe[0],y1:Fe[1],y2:qe[1]},Ue={x1:Wt.x,x2:Yt.x,y1:Wt.y,y2:Yt.y},He=qe[1]-Fe[1],Ge=qe[0]-Fe[0],We=Math.sqrt(Ge*Ge+He*He),Ye={x:Ge,y:He},Xe={x:Ye.x/We,y:Ye.y/We};a={x:-Xe.y,y:Xe.x},o.checkPoint(Fe[0],Fe[1],0,Zt,Jt,Yt.x,Yt.y)&&n.checkPoint(qe[0],qe[1],0,Xt,Qt,Wt.x,Wt.y)&&(a={},s=!0)}if(z?(Vt.srcIntn=w.tgtIntn,Vt.tgtIntn=w.srcIntn):(Vt.srcIntn=w.srcIntn,Vt.tgtIntn=w.tgtIntn),Ht===Gt){Vt.edgeType="self";var Ze=f,Qe=U;g&&(Ze=0,Qe=H);var Je=B-Math.PI/2,Ke=Je-F/2,et=Je+F/2,tt=String(B+"_"+F);Ze=void 0===A[tt]?A[tt]=0:++A[tt],Vt.ctrlpts=[Wt.x+1.4*Math.cos(Ke)*Qe*(Ze/3+1),Wt.y+1.4*Math.sin(Ke)*Qe*(Ze/3+1),Wt.x+1.4*Math.cos(et)*Qe*(Ze/3+1),Wt.y+1.4*Math.sin(et)*Qe*(Ze/3+1)]}else if(c&&(Ht.isParent()||Ht.isChild()||Gt.isParent()||Gt.isChild())&&(Ht.parents().anySame(Gt)||Gt.parents().anySame(Ht))){Vt.edgeType="compound",Vt.badBezier=!1,Ze=f,Qe=U,g&&(Ze=0,Qe=H);var nt={x:Wt.x-Xt/2,y:Wt.y-Qt/2},rt={x:Yt.x-Zt/2,y:Yt.y-Jt/2},it={x:Math.min(nt.x,rt.x),y:Math.min(nt.y,rt.y)},ot=Math.max(.5,Math.log(.01*Xt)),at=Math.max(.5,Math.log(.01*Zt));Vt.ctrlpts=[it.x,it.y-(1+Math.pow(50,1.12)/100)*Qe*(Ze/3+1)*ot,it.x-(1+Math.pow(50,1.12)/100)*Qe*(Ze/3+1)*at,it.y]}else if("segments"===D){Vt.edgeType="segments",Vt.segpts=[];for(var st=0;st<Z;st++){var lt=Y.pfValue[st],ct=X.pfValue[st],ut=1-lt,dt=lt,pt={x:(bt="node-position"===W?Ue:Ve).x1*ut+bt.x2*dt,y:bt.y1*ut+bt.y2*dt};Vt.segpts.push(pt.x+a.x*ct,pt.y+a.y*ct)}}else if(w.length%2!=1||f!==Math.floor(w.length/2)||g){var ft=g;Vt.edgeType=ft?"multibezier":"bezier",Vt.ctrlpts=[];for(var ht=0;ht<V;ht++){var gt,mt=(.5-w.length/2+f)*U,vt=r.signum(mt);ft&&(H=L?L.pfValue[ht]:U,G=q.value[ht]);var bt,yt=void 0!==(gt=g?H:void 0!==H?vt*H:void 0)?gt:mt;ut=1-G,dt=G,z&&(k=ut,ut=dt,dt=k),pt={x:(bt="node-position"===W?Ue:Ve).x1*ut+bt.x2*dt,y:bt.y1*ut+bt.y2*dt},Vt.ctrlpts.push(pt.x+a.x*yt,pt.y+a.y*yt)}}else Vt.edgeType="straight";this.findEndpoints(Bt);var xt=!i.number(Vt.startX)||!i.number(Vt.startY),wt=!i.number(Vt.arrowStartX)||!i.number(Vt.arrowStartY),kt=!i.number(Vt.endX)||!i.number(Vt.endY),At=!i.number(Vt.arrowEndX)||!i.number(Vt.arrowEndY),Et=this.getArrowWidth(Bt.pstyle("width").pfValue,Bt.pstyle("arrow-scale").value)*this.arrowShapeWidth*3;if("bezier"===Vt.edgeType){var St=r.dist({x:Vt.ctrlpts[0],y:Vt.ctrlpts[1]},{x:Vt.startX,y:Vt.startY}),$t=St<Et,Ct=r.dist({x:Vt.ctrlpts[0],y:Vt.ctrlpts[1]},{x:Vt.endX,y:Vt.endY}),_t=Ct<Et,Ot=!1;if(xt||wt||$t){Ot=!0;var Tt={x:Vt.ctrlpts[0]-Wt.x,y:Vt.ctrlpts[1]-Wt.y},jt=Math.sqrt(Tt.x*Tt.x+Tt.y*Tt.y),Pt={x:Tt.x/jt,y:Tt.y/jt},Dt=Math.max(Xt,Qt),Rt={x:Vt.ctrlpts[0]+2*Pt.x*Dt,y:Vt.ctrlpts[1]+2*Pt.y*Dt},It=n.intersectLine(Wt.x,Wt.y,Xt,Qt,Rt.x,Rt.y,0);$t?(Vt.ctrlpts[0]=Vt.ctrlpts[0]+Pt.x*(Et-St),Vt.ctrlpts[1]=Vt.ctrlpts[1]+Pt.y*(Et-St)):(Vt.ctrlpts[0]=It[0]+Pt.x*Et,Vt.ctrlpts[1]=It[1]+Pt.y*Et)}if(kt||At||_t){Ot=!0,Tt={x:Vt.ctrlpts[0]-Yt.x,y:Vt.ctrlpts[1]-Yt.y},jt=Math.sqrt(Tt.x*Tt.x+Tt.y*Tt.y),Pt={x:Tt.x/jt,y:Tt.y/jt},Dt=Math.max(Xt,Qt),Rt={x:Vt.ctrlpts[0]+2*Pt.x*Dt,y:Vt.ctrlpts[1]+2*Pt.y*Dt};var Nt=o.intersectLine(Yt.x,Yt.y,Zt,Jt,Rt.x,Rt.y,0);_t?(Vt.ctrlpts[0]=Vt.ctrlpts[0]+Pt.x*(Et-Ct),Vt.ctrlpts[1]=Vt.ctrlpts[1]+Pt.y*(Et-Ct)):(Vt.ctrlpts[0]=Nt[0]+Pt.x*Et,Vt.ctrlpts[1]=Nt[1]+Pt.y*Et)}Ot&&this.findEndpoints(Bt)}if("multibezier"===Vt.edgeType||"bezier"===Vt.edgeType||"self"===Vt.edgeType||"compound"===Vt.edgeType){for(Vt.allpts=[],Vt.allpts.push(Vt.startX,Vt.startY),ht=0;ht+1<Vt.ctrlpts.length;ht+=2)Vt.allpts.push(Vt.ctrlpts[ht],Vt.ctrlpts[ht+1]),ht+3<Vt.ctrlpts.length&&Vt.allpts.push((Vt.ctrlpts[ht]+Vt.ctrlpts[ht+2])/2,(Vt.ctrlpts[ht+1]+Vt.ctrlpts[ht+3])/2);var Mt;Vt.allpts.push(Vt.endX,Vt.endY),Vt.ctrlpts.length/2%2==0?(Mt=Vt.allpts.length/2-1,Vt.midX=Vt.allpts[Mt],Vt.midY=Vt.allpts[Mt+1]):(Mt=Vt.allpts.length/2-3,Vt.midX=r.qbezierAt(Vt.allpts[Mt],Vt.allpts[Mt+2],Vt.allpts[Mt+4],.5),Vt.midY=r.qbezierAt(Vt.allpts[Mt+1],Vt.allpts[Mt+3],Vt.allpts[Mt+5],.5))}else if("straight"===Vt.edgeType)Vt.allpts=[Vt.startX,Vt.startY,Vt.endX,Vt.endY],Vt.midX=(Vt.startX+Vt.endX+Vt.arrowStartX+Vt.arrowEndX)/4,Vt.midY=(Vt.startY+Vt.endY+Vt.arrowStartY+Vt.arrowEndY)/4;else if("segments"===Vt.edgeType)if(Vt.allpts=[],Vt.allpts.push(Vt.startX,Vt.startY),Vt.allpts.push.apply(Vt.allpts,Vt.segpts),Vt.allpts.push(Vt.endX,Vt.endY),Vt.segpts.length%4==0){var zt=Vt.segpts.length/2,Lt=zt-2;Vt.midX=(Vt.segpts[Lt]+Vt.segpts[zt])/2,Vt.midY=(Vt.segpts[Lt+1]+Vt.segpts[zt+1])/2}else Lt=Vt.segpts.length/2-1,Vt.midX=Vt.segpts[Lt],Vt.midY=Vt.segpts[Lt+1];this.storeEdgeProjections(Bt),this.calculateArrowAngles(Bt)}this.recalculateEdgeLabelProjections(Bt),this.calculateLabelAngles(Bt)}}for(f=0;f<p.length;f++){var Bt,Ft,qt=(Ft=(Bt=p[f])._private).rscratch,Vt=qt;if(!qt.haystack){var Ut=2*Math.random()*Math.PI;qt.source={x:Math.cos(Ut),y:Math.sin(Ut)},Ut=2*Math.random()*Math.PI,qt.target={x:Math.cos(Ut),y:Math.sin(Ut)}}var Ht=Ft.source,Gt=Ft.target,Wt=Ht.position(),Yt=Gt.position(),Xt=Ht.width(),Zt=Gt.width(),Qt=Ht.height(),Jt=Gt.height(),Kt=(Dt=Bt.pstyle("haystack-radius").value)/2;Vt.haystackPts=Vt.allpts=[Vt.source.x*Xt*Kt+Wt.x,Vt.source.y*Qt*Kt+Wt.y,Vt.target.x*Zt*Kt+Yt.x,Vt.target.y*Jt*Kt+Yt.y],Vt.midX=(Vt.allpts[0]+Vt.allpts[2])/2,Vt.midY=(Vt.allpts[1]+Vt.allpts[3])/2,qt.edgeType=qt.lastCurveStyle="haystack",qt.haystack=!0,this.storeEdgeProjections(Bt),this.calculateArrowAngles(Bt),this.recalculateEdgeLabelProjections(Bt),this.calculateLabelAngles(Bt)}}},o.getSegmentPoints=function(e){var t=e[0]._private.rscratch;if("segments"===t.edgeType)return a(t.segpts)},o.getControlPoints=function(e){var t=e[0]._private.rscratch,n=t.edgeType;if("bezier"===n||"multibezier"===n||"self"===n||"compound"===n)return a(t.ctrlpts)},o.getEdgeMidpoint=function(e){var t=e[0]._private.rscratch;return{x:t.midX,y:t.midY}},e.exports=o},function(e,t,n){"use strict";var r=n(2),i=n(0),o={manualEndptToPx:function(e,t){var n=e.position(),r=e.outerWidth(),i=e.outerHeight();if(2===t.value.length){var o=[t.pfValue[0],t.pfValue[1]];return"%"===t.units[0]&&(o[0]=o[0]*r),"%"===t.units[1]&&(o[1]=o[1]*i),o[0]+=n.x,o[1]+=n.y,o}var a=t.pfValue[0];a=-Math.PI/2+a;var s=2*Math.max(r,i),l=[n.x+Math.cos(a)*s,n.y+Math.sin(a)*s];return this.nodeShapes[this.getNodeShape(e)].intersectLine(n.x,n.y,r,i,l[0],l[1],0)},findEndpoints:function(e){var t=this,n=void 0,o=e.source()[0],a=e.target()[0],s=o.position(),l=a.position(),c=e.pstyle("target-arrow-shape").value,u=e.pstyle("source-arrow-shape").value,d=e.pstyle("target-distance-from-node").pfValue,p=e.pstyle("source-distance-from-node").pfValue,f=e._private.rscratch,h=f.edgeType,g="self"===h||"compound"===h,m="bezier"===h||"multibezier"===h||g,v="bezier"!==h,b="straight"===h||"segments"===h,y="segments"===h,x=m||v||b,w=e.pstyle("source-endpoint"),k=g?"outside-to-node":w.value,A=e.pstyle("target-endpoint"),E=g?"outside-to-node":A.value;f.srcManEndpt=w,f.tgtManEndpt=A;var S=void 0,$=void 0,C=void 0,_=void 0;if(m){var O=[f.ctrlpts[0],f.ctrlpts[1]];S=v?[f.ctrlpts[f.ctrlpts.length-2],f.ctrlpts[f.ctrlpts.length-1]]:O,$=O}else if(b){var T=y?f.segpts.slice(0,2):[l.x,l.y];S=y?f.segpts.slice(f.segpts.length-2):[s.x,s.y],$=T}"inside-to-node"===E?n=[l.x,l.y]:A.units?n=this.manualEndptToPx(a,A):"outside-to-line"===E?n=f.tgtIntn:("outside-to-node"===E?C=S:"outside-to-line"===E&&(C=[s.x,s.y]),n=t.nodeShapes[this.getNodeShape(a)].intersectLine(l.x,l.y,a.outerWidth(),a.outerHeight(),C[0],C[1],0));var j=r.shortenIntersection(n,S,t.arrowShapes[c].spacing(e)+d),P=r.shortenIntersection(n,S,t.arrowShapes[c].gap(e)+d);e.hasClass("horizontal")?(f.endX=n[0]-d,f.endY=n[1],f.arrowEndX=n[0]-d/2,f.arrowEndY=n[1]):e.hasClass("vertical")?(f.endX=n[0],f.endY=n[1]-d,f.arrowEndX=n[0],f.arrowEndY=n[1]-d/2):(f.endX=P[0],f.endY=P[1],f.arrowEndX=j[0],f.arrowEndY=j[1]),"inside-to-node"===k?n=[s.x,s.y]:w.units?n=this.manualEndptToPx(o,w):"outside-to-line"===k?n=f.srcIntn:("outside-to-node"===k?_=$:"outside-to-line"===k&&(_=[l.x,l.y]),n=t.nodeShapes[this.getNodeShape(o)].intersectLine(s.x,s.y,o.outerWidth(),o.outerHeight(),_[0],_[1],0));var D=r.shortenIntersection(n,$,t.arrowShapes[u].spacing(e)+p),R=r.shortenIntersection(n,$,t.arrowShapes[u].gap(e)+p);f.startX=R[0],f.startY=R[1],f.arrowStartX=D[0],f.arrowStartY=D[1],x&&(i.number(f.startX)&&i.number(f.startY)&&i.number(f.endX)&&i.number(f.endY)?f.badLine=!1:f.badLine=!0)},getSourceEndpoint:function(e){var t=e[0]._private.rscratch;switch(t.edgeType){case"haystack":return{x:t.haystackPts[0],y:t.haystackPts[1]};default:return{x:t.arrowStartX,y:t.arrowStartY}}},getTargetEndpoint:function(e){var t=e[0]._private.rscratch;switch(t.edgeType){case"haystack":return{x:t.haystackPts[2],y:t.haystackPts[3]};default:return{x:t.arrowEndX,y:t.arrowEndY}}}};e.exports=o},function(e,t,n){"use strict";var r=n(2),i={};function o(e,t,n){for(var i=function(e,t,n,i){return r.qbezierAt(e,t,n,i)},o=t._private.rstyle.bezierPts,a=0;a<e.bezierProjPcts.length;a++){var s=e.bezierProjPcts[a];o.push({x:i(n[0],n[2],n[4],s),y:i(n[1],n[3],n[5],s)})}}i.storeEdgeProjections=function(e){var t=e._private,n=t.rscratch,r=n.edgeType;if(t.rstyle.bezierPts=null,t.rstyle.linePts=null,t.rstyle.haystackPts=null,"multibezier"===r||"bezier"===r||"self"===r||"compound"===r){t.rstyle.bezierPts=[];for(var i=0;i+5<n.allpts.length;i+=4)o(this,e,n.allpts.slice(i,i+6))}else if("segments"===r){var a=t.rstyle.linePts=[];for(i=0;i+1<n.allpts.length;i+=2)a.push({x:n.allpts[i],y:n.allpts[i+1]})}else if("haystack"===r){var s=n.haystackPts;t.rstyle.haystackPts=[{x:s[0],y:s[1]},{x:s[2],y:s[3]}]}t.rstyle.arrowWidth=this.getArrowWidth(e.pstyle("width").pfValue,e.pstyle("arrow-scale").value)*this.arrowShapeWidth},i.recalculateEdgeProjections=function(e){this.findEdgeControlPoints(e)},e.exports=i},function(e,t,n){"use strict";var r=n(2),i=n(0),o=n(1),a={recalculateNodeLabelProjection:function(e){var t=e.pstyle("label").strValue;if(!i.emptyString(t)){var n,r,o=e._private,a=e.width(),s=e.height(),l=e.padding(),c=e.position(),u=e.pstyle("text-halign").strValue,d=e.pstyle("text-valign").strValue,p=o.rscratch,f=o.rstyle;switch(u){case"left":n=c.x-a/2-l;break;case"right":n=c.x+a/2+l;break;default:n=c.x}switch(d){case"top":r=c.y-s/2-l;break;case"bottom":r=c.y+s/2+l;break;default:r=c.y}p.labelX=n,p.labelY=r,f.labelX=n,f.labelY=r,this.applyLabelDimensions(e)}},recalculateEdgeLabelProjections:function(e){var t,n=e._private,i=n.rscratch,a=this,s={mid:e.pstyle("label").strValue,source:e.pstyle("source-label").strValue,target:e.pstyle("target-label").strValue};if(s.mid||s.source||s.target){t={x:i.midX,y:i.midY};var l=function(e,t,r){o.setPrefixedProperty(n.rscratch,e,t,r),o.setPrefixedProperty(n.rstyle,e,t,r)};l("labelX",null,t.x),l("labelY",null,t.y);var c=function(o){var c,u="source"===o;if(s[o]){var d=e.pstyle(o+"-text-offset").pfValue,p=function(e,t){var n=t.x-e.x,r=t.y-e.y;return 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t=e.hoverData.down;t?t.emit({originalEvent:n,type:"taphold",position:{x:o[0],y:o[1]}}):r.emit({originalEvent:n,type:"taphold",position:{x:o[0],y:o[1]}})}}),e.tapholdDuration)}a[0]=a[2]=o[0],a[1]=a[3]=o[1]}}),!1),e.registerBinding(window,"mousemove",(function(i){if(e.hoverData.capture||T(i)){var s=!1,l=e.cy,c=l.zoom(),d=[i.clientX,i.clientY],f=e.projectIntoViewport(d[0],d[1]),h=e.hoverData.mdownPos,g=e.hoverData.mdownGPos,m=e.selection,v=null;e.hoverData.draggingEles||e.hoverData.dragging||e.hoverData.selecting||(v=e.findNearestElement(f[0],f[1],!0,!1));var b,y=e.hoverData.last,x=e.hoverData.down,w=[f[0]-m[2],f[1]-m[3]],k=e.dragData.possibleDragElements;if(g){var A=d[0]-g[0],E=A*A,S=d[1]-g[1],$=E+S*S;e.hoverData.isOverThresholdDrag=b=$>=e.desktopTapThreshold2}var C=n(i);b&&(e.hoverData.tapholdCancelled=!0),s=!0,t(v,["mousemove","vmousemove","tapdrag"],i,{position:{x:f[0],y:f[1]}});var _=function(){e.data.bgActivePosistion=void 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if(1!=m[4]||null!=x&&!x.isEdge()){if(x&&x.isEdge()&&x.active()&&x.unactivate(),x&&x.grabbed()||v==y||(y&&t(y,["mouseout","tapdragout"],i,{position:{x:f[0],y:f[1]}}),v&&t(v,["mouseover","tapdragover"],i,{position:{x:f[0],y:f[1]}}),e.hoverData.last=v),x)if(b){if(l.boxSelectionEnabled()&&C)x&&x.grabbed()&&(p(k),x.emit("free")),_();else if(x&&x.grabbed()&&e.nodeIsDraggable(x)){var D=!e.dragData.didDrag;D&&e.redrawHint("eles",!0),e.dragData.didDrag=!0;var R=[];e.hoverData.draggingEles||u(l.collection(k),{inDragLayer:!0});for(var I=0;I<k.length;I++){var N=k[I];if(e.nodeIsDraggable(N)&&N.grabbed()){var M=N.position();if(R.push(N),r.number(w[0])&&r.number(w[1])&&(M.x+=w[0],M.y+=w[1],D)){var z=e.hoverData.dragDelta;z&&r.number(z[0])&&r.number(z[1])&&(M.x+=z[0],M.y+=z[1])}}}e.hoverData.draggingEles=!0;var L=l.collection(R);L.dirtyCompoundBoundsCache(),L.emit("position drag"),e.redrawHint("drag",!0),e.redraw()}}else!function(){var t=e.hoverData.dragDelta=e.hoverData.dragDelta||[];0===t.length?(t.push(w[0]),t.push(w[1])):(t[0]+=w[0],t[1]+=w[1])}();s=!0}else b&&(e.hoverData.dragging||!l.boxSelectionEnabled()||!C&&l.panningEnabled()&&l.userPanningEnabled()?!e.hoverData.selecting&&l.panningEnabled()&&l.userPanningEnabled()&&a(x,e.hoverData.downs)&&(e.hoverData.dragging=!0,e.hoverData.justStartedPan=!0,m[4]=0,e.data.bgActivePosistion=o.array2point(h),e.redrawHint("select",!0),e.redraw()):_(),x&&x.isEdge()&&x.active()&&x.unactivate());return m[2]=f[0],m[3]=f[1],s?(i.stopPropagation&&i.stopPropagation(),i.preventDefault&&i.preventDefault(),!1):void 0}}),!1),e.registerBinding(window,"mouseup",(function(r){if(e.hoverData.capture){e.hoverData.capture=!1;var i=e.cy,o=e.projectIntoViewport(r.clientX,r.clientY),a=e.selection,s=e.findNearestElement(o[0],o[1],!0,!1),l=e.dragData.possibleDragElements,c=e.hoverData.down,u=n(r);if(e.data.bgActivePosistion&&(e.redrawHint("select",!0),e.redraw()),e.hoverData.tapholdCancelled=!0,e.data.bgActivePosistion=void 0,c&&c.unactivate(),3===e.hoverData.which){var d={originalEvent:r,type:"cxttapend",position:{x:o[0],y:o[1]}};if(c?c.emit(d):i.emit(d),!e.hoverData.cxtDragged){var f={originalEvent:r,type:"cxttap",position:{x:o[0],y:o[1]}};c?c.emit(f):i.emit(f)}e.hoverData.cxtDragged=!1,e.hoverData.which=null}else if(1===e.hoverData.which){if(null!=c||e.dragData.didDrag||e.hoverData.selecting||e.hoverData.dragged||n(r)||(i.$((function(e){return e.selected()})).unselect(),l.length>0&&e.redrawHint("eles",!0),e.dragData.possibleDragElements=l=[]),t(s,["mouseup","tapend","vmouseup"],r,{position:{x:o[0],y:o[1]}}),e.dragData.didDrag||e.hoverData.dragged||e.hoverData.selecting||e.hoverData.isOverThresholdDrag||t(c,["click","tap","vclick"],r,{position:{x:o[0],y:o[1]}}),s!=c||e.dragData.didDrag||e.hoverData.selecting||null!=s&&s._private.selectable&&(e.hoverData.dragging||("additive"===i.selectionType()||u?s.selected()?s.unselect():s.select():u||(i.$(":selected").unmerge(s).unselect(),s.select())),e.redrawHint("eles",!0)),e.hoverData.selecting){var h=i.collection(e.getAllInBox(a[0],a[1],a[2],a[3]));e.redrawHint("select",!0),h.length>0&&e.redrawHint("eles",!0),i.emit("boxend");var g=function(e){return e.selectable()&&!e.selected()};"additive"===i.selectionType()||u||i.$(":selected").unmerge(h).unselect(),h.emit("box").stdFilter(g).select().emit("boxselect"),e.redraw()}if(e.hoverData.dragging&&(e.hoverData.dragging=!1,e.redrawHint("select",!0),e.redrawHint("eles",!0),e.redraw()),!a[4]){e.redrawHint("drag",!0),e.redrawHint("eles",!0);var m=c&&c.grabbed();p(l),m&&c.emit("free")}}a[4]=0,e.hoverData.down=null,e.hoverData.cxtStarted=!1,e.hoverData.draggingEles=!1,e.hoverData.selecting=!1,e.hoverData.isOverThresholdDrag=!1,e.dragData.didDrag=!1,e.hoverData.dragged=!1,e.hoverData.dragDelta=[],e.hoverData.mdownPos=null,e.hoverData.mdownGPos=null}}),!1),e.registerBinding(e.container,"wheel",(function(t){if(!e.scrollingPage){var n,r=e.cy,i=e.projectIntoViewport(t.clientX,t.clientY),o=[i[0]*r.zoom()+r.pan().x,i[1]*r.zoom()+r.pan().y];e.hoverData.draggingEles||e.hoverData.dragging||e.hoverData.cxtStarted||0!==e.selection[4]?t.preventDefault():r.panningEnabled()&&r.userPanningEnabled()&&r.zoomingEnabled()&&r.userZoomingEnabled()&&(t.preventDefault(),e.data.wheelZooming=!0,clearTimeout(e.data.wheelTimeout),e.data.wheelTimeout=setTimeout((function(){e.data.wheelZooming=!1,e.redrawHint("eles",!0),e.redraw()}),150),n=null!=t.deltaY?t.deltaY/-250:null!=t.wheelDeltaY?t.wheelDeltaY/1e3:t.wheelDelta/1e3,n*=e.wheelSensitivity,1===t.deltaMode&&(n*=33),r.zoom({level:r.zoom()*Math.pow(10,n),renderedPosition:{x:o[0],y:o[1]}}))}}),!0),e.registerBinding(window,"scroll",(function(t){e.scrollingPage=!0,clearTimeout(e.scrollingPageTimeout),e.scrollingPageTimeout=setTimeout((function(){e.scrollingPage=!1}),250)}),!0),e.registerBinding(e.container,"mouseout",(function(t){var n=e.projectIntoViewport(t.clientX,t.clientY);e.cy.emit({originalEvent:t,type:"mouseout",position:{x:n[0],y:n[1]}})}),!1),e.registerBinding(e.container,"mouseover",(function(t){var n=e.projectIntoViewport(t.clientX,t.clientY);e.cy.emit({originalEvent:t,type:"mouseover",position:{x:n[0],y:n[1]}})}),!1);var j,P,D,R,I=function(e,t,n,r){return Math.sqrt((n-e)*(n-e)+(r-t)*(r-t))},N=function(e,t,n,r){return(n-e)*(n-e)+(r-t)*(r-t)};if(e.registerBinding(e.container,"touchstart",j=function(n){if(T(n)){e.touchData.capture=!0,e.data.bgActivePosistion=void 0;var r=e.cy,i=e.touchData.now,o=e.touchData.earlier;if(n.touches[0]){var a=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY);i[0]=a[0],i[1]=a[1]}if(n.touches[1]&&(a=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),i[2]=a[0],i[3]=a[1]),n.touches[2]&&(a=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),i[4]=a[0],i[5]=a[1]),n.touches[1]){p(e.dragData.touchDragEles);var s=e.findContainerClientCoords();S=s[0],$=s[1],C=s[2],_=s[3],v=n.touches[0].clientX-S,b=n.touches[0].clientY-$,y=n.touches[1].clientX-S,x=n.touches[1].clientY-$,O=0<=v&&v<=C&&0<=y&&y<=C&&0<=b&&b<=_&&0<=x&&x<=_;var c=r.pan(),f=r.zoom();if(w=I(v,b,y,x),k=N(v,b,y,x),E=[((A=[(v+y)/2,(b+x)/2])[0]-c.x)/f,(A[1]-c.y)/f],k<4e4&&!n.touches[2]){var h=e.findNearestElement(i[0],i[1],!0,!0),g=e.findNearestElement(i[2],i[3],!0,!0);return h&&h.isNode()?(h.activate().emit({originalEvent:n,type:"cxttapstart",position:{x:i[0],y:i[1]}}),e.touchData.start=h):g&&g.isNode()?(g.activate().emit({originalEvent:n,type:"cxttapstart",position:{x:i[0],y:i[1]}}),e.touchData.start=g):r.emit({originalEvent:n,type:"cxttapstart",position:{x:i[0],y:i[1]}}),e.touchData.start&&(e.touchData.start._private.grabbed=!1),e.touchData.cxt=!0,e.touchData.cxtDragged=!1,e.data.bgActivePosistion=void 0,void e.redraw()}}if(n.touches[2]);else if(n.touches[1]);else if(n.touches[0]){var m=e.findNearestElements(i[0],i[1],!0,!0),j=m[0];if(null!=j&&(j.activate(),e.touchData.start=j,e.touchData.starts=m,e.nodeIsGrabbable(j))){var P=e.dragData.touchDragEles=[],D=null;e.redrawHint("eles",!0),e.redrawHint("drag",!0),j.selected()?(D=r.$((function(t){return t.selected()&&e.nodeIsGrabbable(t)})),u(D,{addToList:P})):d(j,{addToList:P}),l(j);var R=function(e){return{originalEvent:n,type:e,position:{x:i[0],y:i[1]}}};j.emit(R("grabon")),D?D.forEach((function(e){e.emit(R("grab"))})):j.emit(R("grab"))}t(j,["touchstart","tapstart","vmousedown"],n,{position:{x:i[0],y:i[1]}}),null==j&&(e.data.bgActivePosistion={x:a[0],y:a[1]},e.redrawHint("select",!0),e.redraw()),e.touchData.singleTouchMoved=!1,e.touchData.singleTouchStartTime=+new Date,clearTimeout(e.touchData.tapholdTimeout),e.touchData.tapholdTimeout=setTimeout((function(){!1!==e.touchData.singleTouchMoved||e.pinching||e.touchData.selecting||(t(e.touchData.start,["taphold"],n,{position:{x:i[0],y:i[1]}}),e.touchData.start||r.$(":selected").unselect())}),e.tapholdDuration)}if(n.touches.length>=1){for(var M=e.touchData.startPosition=[],z=0;z<i.length;z++)M[z]=o[z]=i[z];var L=n.touches[0];e.touchData.startGPosition=[L.clientX,L.clientY]}}},!1),e.registerBinding(window,"touchmove",P=function(n){var i=e.touchData.capture;if(i||T(n)){var s=e.selection,l=e.cy,c=e.touchData.now,d=e.touchData.earlier,f=l.zoom();if(n.touches[0]){var h=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY);c[0]=h[0],c[1]=h[1]}n.touches[1]&&(h=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),c[2]=h[0],c[3]=h[1]),n.touches[2]&&(h=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),c[4]=h[0],c[5]=h[1]);var g,m=e.touchData.startGPosition;if(i&&n.touches[0]&&m){for(var A=[],C=0;C<c.length;C++)A[C]=c[C]-d[C];var _=n.touches[0].clientX-m[0],j=_*_,P=n.touches[0].clientY-m[1];g=j+P*P>=e.touchTapThreshold2}if(i&&e.touchData.cxt){n.preventDefault();var D=n.touches[0].clientX-S,R=n.touches[0].clientY-$,M=n.touches[1].clientX-S,z=n.touches[1].clientY-$,L=N(D,R,M,z);if(L/k>=2.25||L>=22500){e.touchData.cxt=!1,e.data.bgActivePosistion=void 0,e.redrawHint("select",!0);var B={originalEvent:n,type:"cxttapend",position:{x:c[0],y:c[1]}};e.touchData.start?(e.touchData.start.unactivate().emit(B),e.touchData.start=null):l.emit(B)}}if(i&&e.touchData.cxt){B={originalEvent:n,type:"cxtdrag",position:{x:c[0],y:c[1]}},e.data.bgActivePosistion=void 0,e.redrawHint("select",!0),e.touchData.start?e.touchData.start.emit(B):l.emit(B),e.touchData.start&&(e.touchData.start._private.grabbed=!1),e.touchData.cxtDragged=!0;var F=e.findNearestElement(c[0],c[1],!0,!0);e.touchData.cxtOver&&F===e.touchData.cxtOver||(e.touchData.cxtOver&&e.touchData.cxtOver.emit({originalEvent:n,type:"cxtdragout",position:{x:c[0],y:c[1]}}),e.touchData.cxtOver=F,F&&F.emit({originalEvent:n,type:"cxtdragover",position:{x:c[0],y:c[1]}}))}else if(i&&n.touches[2]&&l.boxSelectionEnabled())n.preventDefault(),e.data.bgActivePosistion=void 0,this.lastThreeTouch=+new Date,e.touchData.selecting||l.emit("boxstart"),e.touchData.selecting=!0,e.redrawHint("select",!0),s&&0!==s.length&&void 0!==s[0]?(s[2]=(c[0]+c[2]+c[4])/3,s[3]=(c[1]+c[3]+c[5])/3):(s[0]=(c[0]+c[2]+c[4])/3,s[1]=(c[1]+c[3]+c[5])/3,s[2]=(c[0]+c[2]+c[4])/3+1,s[3]=(c[1]+c[3]+c[5])/3+1),s[4]=1,e.touchData.selecting=!0,e.redraw();else if(i&&n.touches[1]&&l.zoomingEnabled()&&l.panningEnabled()&&l.userZoomingEnabled()&&l.userPanningEnabled()){if(n.preventDefault(),e.data.bgActivePosistion=void 0,e.redrawHint("select",!0),ee=e.dragData.touchDragEles){e.redrawHint("drag",!0);for(var q=0;q<ee.length;q++){var V=ee[q]._private;V.grabbed=!1,V.rscratch.inDragLayer=!1}}D=n.touches[0].clientX-S,R=n.touches[0].clientY-$,M=n.touches[1].clientX-S,z=n.touches[1].clientY-$;var U=I(D,R,M,z),H=U/w;if(O){var G=(D-v+(M-y))/2,W=(R-b+(z-x))/2,Y=l.zoom(),X=Y*H,Z=l.pan(),Q=E[0]*Y+Z.x,J=E[1]*Y+Z.y,K={x:-X/Y*(Q-Z.x-G)+Q,y:-X/Y*(J-Z.y-W)+J};if(e.touchData.start&&e.touchData.start.active()){var ee=e.dragData.touchDragEles;p(ee),e.redrawHint("drag",!0),e.redrawHint("eles",!0),e.touchData.start.unactivate().emit("free")}l.viewport({zoom:X,pan:K,cancelOnFailedZoom:!0}),w=U,v=D,b=R,y=M,x=z,e.pinching=!0}n.touches[0]&&(h=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY),c[0]=h[0],c[1]=h[1]),n.touches[1]&&(h=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),c[2]=h[0],c[3]=h[1]),n.touches[2]&&(h=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),c[4]=h[0],c[5]=h[1])}else if(n.touches[0]){var te=e.touchData.start,ne=e.touchData.last;if(e.hoverData.draggingEles||e.swipePanning||(F=e.findNearestElement(c[0],c[1],!0,!0)),i&&null!=te&&n.preventDefault(),i&&null!=te&&e.nodeIsDraggable(te))if(g){ee=e.dragData.touchDragEles;var re=!e.dragData.didDrag;re&&u(l.collection(ee),{inDragLayer:!0});for(var ie=0;ie<ee.length;ie++){var oe=ee[ie];if(e.nodeIsDraggable(oe)&&oe.grabbed()){e.dragData.didDrag=!0;var ae=oe.position();r.number(A[0])&&r.number(A[1])&&(ae.x+=A[0],ae.y+=A[1]),re&&(e.redrawHint("eles",!0),(le=e.touchData.dragDelta)&&r.number(le[0])&&r.number(le[1])&&(ae.x+=le[0],ae.y+=le[1]))}}var se=l.collection(ee);se.dirtyCompoundBoundsCache(),se.emit("position drag"),e.hoverData.draggingEles=!0,e.redrawHint("drag",!0),e.touchData.startPosition[0]==d[0]&&e.touchData.startPosition[1]==d[1]&&e.redrawHint("eles",!0),e.redraw()}else{var le;0===(le=e.touchData.dragDelta=e.touchData.dragDelta||[]).length?(le.push(A[0]),le.push(A[1])):(le[0]+=A[0],le[1]+=A[1])}if(t(te||F,["touchmove","tapdrag","vmousemove"],n,{position:{x:c[0],y:c[1]}}),te&&te.grabbed()||F==ne||(ne&&ne.emit({originalEvent:n,type:"tapdragout",position:{x:c[0],y:c[1]}}),F&&F.emit({originalEvent:n,type:"tapdragover",position:{x:c[0],y:c[1]}})),e.touchData.last=F,i)for(q=0;q<c.length;q++)c[q]&&e.touchData.startPosition[q]&&g&&(e.touchData.singleTouchMoved=!0);i&&(null==te||te.isEdge())&&l.panningEnabled()&&l.userPanningEnabled()&&(a(te,e.touchData.starts)&&(n.preventDefault(),e.swipePanning?l.panBy({x:A[0]*f,y:A[1]*f}):g&&(e.swipePanning=!0,l.panBy({x:_*f,y:P*f}),te&&(te.unactivate(),e.data.bgActivePosistion||(e.data.bgActivePosistion=o.array2point(e.touchData.startPosition)),e.redrawHint("select",!0),e.touchData.start=null))),h=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY),c[0]=h[0],c[1]=h[1])}for(C=0;C<c.length;C++)d[C]=c[C]}},!1),e.registerBinding(window,"touchcancel",D=function(t){var n=e.touchData.start;e.touchData.capture=!1,n&&n.unactivate()}),e.registerBinding(window,"touchend",R=function(n){var r=e.touchData.start;if(e.touchData.capture){e.touchData.capture=!1,n.preventDefault();var i=e.selection;e.swipePanning=!1,e.hoverData.draggingEles=!1;var o,a=e.cy,s=a.zoom(),l=e.touchData.now,c=e.touchData.earlier;if(n.touches[0]){var u=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY);l[0]=u[0],l[1]=u[1]}if(n.touches[1]&&(u=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),l[2]=u[0],l[3]=u[1]),n.touches[2]&&(u=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),l[4]=u[0],l[5]=u[1]),r&&r.unactivate(),e.touchData.cxt){if(o={originalEvent:n,type:"cxttapend",position:{x:l[0],y:l[1]}},r?r.emit(o):a.emit(o),!e.touchData.cxtDragged){var d={originalEvent:n,type:"cxttap",position:{x:l[0],y:l[1]}};r?r.emit(d):a.emit(d)}return e.touchData.start&&(e.touchData.start._private.grabbed=!1),e.touchData.cxt=!1,e.touchData.start=null,void e.redraw()}if(!n.touches[2]&&a.boxSelectionEnabled()&&e.touchData.selecting){e.touchData.selecting=!1;var f=a.collection(e.getAllInBox(i[0],i[1],i[2],i[3]));i[0]=void 0,i[1]=void 0,i[2]=void 0,i[3]=void 0,i[4]=0,e.redrawHint("select",!0),a.emit("boxend"),f.emit("box").stdFilter((function(e){return e.selectable()&&!e.selected()})).select().emit("boxselect"),f.nonempty()&&e.redrawHint("eles",!0),e.redraw()}if(null!=r&&r.unactivate(),n.touches[2])e.data.bgActivePosistion=void 0,e.redrawHint("select",!0);else if(n.touches[1]);else if(n.touches[0]);else if(!n.touches[0]){e.data.bgActivePosistion=void 0,e.redrawHint("select",!0);var h=e.dragData.touchDragEles;if(null!=r){var g=r._private.grabbed;p(h),e.redrawHint("drag",!0),e.redrawHint("eles",!0),g&&r.emit("free"),t(r,["touchend","tapend","vmouseup","tapdragout"],n,{position:{x:l[0],y:l[1]}}),r.unactivate(),e.touchData.start=null}else{var m=e.findNearestElement(l[0],l[1],!0,!0);t(m,["touchend","tapend","vmouseup","tapdragout"],n,{position:{x:l[0],y:l[1]}})}var v=e.touchData.startPosition[0]-l[0],b=v*v,y=e.touchData.startPosition[1]-l[1],x=(b+y*y)*s*s;null!=r&&!e.dragData.didDrag&&r._private.selectable&&x<e.touchTapThreshold2&&!e.pinching&&("single"===a.selectionType()?(a.$(":selected").unmerge(r).unselect(),r.select()):r.selected()?r.unselect():r.select(),e.redrawHint("eles",!0)),e.touchData.singleTouchMoved||t(r,["tap","vclick"],n,{position:{x:l[0],y:l[1]}}),e.touchData.singleTouchMoved=!0}for(var w=0;w<l.length;w++)c[w]=l[w];e.dragData.didDrag=!1,0===n.touches.length&&(e.touchData.dragDelta=[],e.touchData.startPosition=null,e.touchData.startGPosition=null),n.touches.length<2&&(e.pinching=!1,e.redrawHint("eles",!0),e.redraw())}},!1),"undefined"==typeof TouchEvent){var M=[],z=function(e){return{clientX:e.clientX,clientY:e.clientY,force:1,identifier:e.pointerId,pageX:e.pageX,pageY:e.pageY,radiusX:e.width/2,radiusY:e.height/2,screenX:e.screenX,screenY:e.screenY,target:e.target}},L=function(e){M.push(function(e){return{event:e,touch:z(e)}}(e))},B=function(e){for(var t=0;t<M.length;t++)if(M[t].event.pointerId===e.pointerId)return void M.splice(t,1)},F=function(e){e.touches=M.map((function(e){return e.touch}))},q=function(e){return"mouse"===e.pointerType||4===e.pointerType};e.registerBinding(e.container,"pointerdown",(function(e){q(e)||(e.preventDefault(),L(e),F(e),j(e))})),e.registerBinding(e.container,"pointerup",(function(e){q(e)||(B(e),F(e),R(e))})),e.registerBinding(e.container,"pointercancel",(function(e){q(e)||(B(e),F(e),D())})),e.registerBinding(e.container,"pointermove",(function(e){q(e)||(e.preventDefault(),function(e){var t=M.filter((function(t){return t.event.pointerId===e.pointerId}))[0];t.event=e,t.touch=z(e)}(e),F(e),P(e))}))}},e.exports=a},function(e,t,n){"use strict";var r=n(2),i={generatePolygon:function(e,t){return this.nodeShapes[e]={renderer:this,name:e,points:t,draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl("polygon",e,t,n,r,i,this.points)},intersectLine:function(e,t,n,i,o,a,s){return r.polygonIntersectLine(o,a,this.points,e,t,n/2,i/2,s)},checkPoint:function(e,t,n,i,o,a,s){return r.pointInsidePolygon(e,t,this.points,a,s,i,o,[0,-1],n)}}},generateEllipse:function(){return this.nodeShapes.ellipse={renderer:this,name:"ellipse",draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){return r.intersectLineEllipse(o,a,e,t,n/2+s,i/2+s)},checkPoint:function(e,t,n,i,o,a,s){return r.checkInEllipse(e,t,i,o,a,s,n)}}},generateRoundRectangle:function(){return this.nodeShapes.roundrectangle={renderer:this,name:"roundrectangle",points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){return r.roundRectangleIntersectLine(o,a,e,t,n,i,s)},checkPoint:function(e,t,n,i,o,a,s){var l=r.getRoundRectangleRadius(i,o),c=2*l;return!!(r.pointInsidePolygon(e,t,this.points,a,s,i,o-c,[0,-1],n)||r.pointInsidePolygon(e,t,this.points,a,s,i-c,o,[0,-1],n)||r.checkInEllipse(e,t,c,c,a-i/2+l,s-o/2+l,n)||r.checkInEllipse(e,t,c,c,a+i/2-l,s-o/2+l,n)||r.checkInEllipse(e,t,c,c,a+i/2-l,s+o/2-l,n)||r.checkInEllipse(e,t,c,c,a-i/2+l,s+o/2-l,n))}}},generateCutRectangle:function(){return this.nodeShapes.cutrectangle={renderer:this,name:"cutrectangle",cornerLength:r.getCutRectangleCornerLength(),points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},generateCutTrianglePts:function(e,t,n,r){var i=this.cornerLength,o=t/2,a=e/2,s=n-a,l=n+a,c=r-o,u=r+o;return{topLeft:[s,c+i,s+i,c,s+i,c+i],topRight:[l-i,c,l,c+i,l-i,c+i],bottomRight:[l,u-i,l-i,u,l-i,u-i],bottomLeft:[s+i,u,s,u-i,s+i,u-i]}},intersectLine:function(e,t,n,i,o,a,s){var l=this.generateCutTrianglePts(n+2*s,i+2*s,e,t),c=[].concat.apply([],[l.topLeft.splice(0,4),l.topRight.splice(0,4),l.bottomRight.splice(0,4),l.bottomLeft.splice(0,4)]);return r.polygonIntersectLine(o,a,c,e,t)},checkPoint:function(e,t,n,i,o,a,s){if(r.pointInsidePolygon(e,t,this.points,a,s,i,o-2*this.cornerLength,[0,-1],n))return!0;if(r.pointInsidePolygon(e,t,this.points,a,s,i-2*this.cornerLength,o,[0,-1],n))return!0;var l=this.generateCutTrianglePts(i,o,a,s);return r.pointInsidePolygonPoints(e,t,l.topLeft)||r.pointInsidePolygonPoints(e,t,l.topRight)||r.pointInsidePolygonPoints(e,t,l.bottomRight)||r.pointInsidePolygonPoints(e,t,l.bottomLeft)}}},generateBarrel:function(){return this.nodeShapes.barrel={renderer:this,name:"barrel",points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){var l=this.generateBarrelBezierPts(n+2*s,i+2*s,e,t),c=function(e){var t=r.qbezierPtAt({x:e[0],y:e[1]},{x:e[2],y:e[3]},{x:e[4],y:e[5]},.15),n=r.qbezierPtAt({x:e[0],y:e[1]},{x:e[2],y:e[3]},{x:e[4],y:e[5]},.5),i=r.qbezierPtAt({x:e[0],y:e[1]},{x:e[2],y:e[3]},{x:e[4],y:e[5]},.85);return[e[0],e[1],t.x,t.y,n.x,n.y,i.x,i.y,e[4],e[5]]},u=[].concat(c(l.topLeft),c(l.topRight),c(l.bottomRight),c(l.bottomLeft));return r.polygonIntersectLine(o,a,u,e,t)},generateBarrelBezierPts:function(e,t,n,i){var o=t/2,a=e/2,s=n-a,l=n+a,c=i-o,u=i+o,d=r.getBarrelCurveConstants(e,t),p=d.heightOffset,f=d.widthOffset,h=d.ctrlPtOffsetPct*e,g={topLeft:[s,c+p,s+h,c,s+f,c],topRight:[l-f,c,l-h,c,l,c+p],bottomRight:[l,u-p,l-h,u,l-f,u],bottomLeft:[s+f,u,s+h,u,s,u-p]};return g.topLeft.isTop=!0,g.topRight.isTop=!0,g.bottomLeft.isBottom=!0,g.bottomRight.isBottom=!0,g},checkPoint:function(e,t,n,i,o,a,s){var l=r.getBarrelCurveConstants(i,o),c=l.heightOffset,u=l.widthOffset;if(r.pointInsidePolygon(e,t,this.points,a,s,i,o-2*c,[0,-1],n))return!0;if(r.pointInsidePolygon(e,t,this.points,a,s,i-2*u,o,[0,-1],n))return!0;for(var d=this.generateBarrelBezierPts(i,o,a,s),p=function(e,t,n){var i=n[4],o=n[2],a=n[0],s=n[5],l=n[1],c=Math.min(i,a),u=Math.max(i,a),d=Math.min(s,l),p=Math.max(s,l);if(c<=e&&e<=u&&d<=t&&t<=p){var f=r.bezierPtsToQuadCoeff(i,o,a),h=r.solveQuadratic(f[0],f[1],f[2],e).filter((function(e){return 0<=e&&e<=1}));if(h.length>0)return h[0]}return null},f=Object.keys(d),h=0;h<f.length;h++){var g=d[f[h]],m=p(e,t,g);if(null!=m){var v=g[5],b=g[3],y=g[1],x=r.qbezierAt(v,b,y,m);if(g.isTop&&x<=t)return!0;if(g.isBottom&&t<=x)return!0}}return!1}}},generateBottomRoundrectangle:function(){return this.nodeShapes.bottomroundrectangle={renderer:this,name:"bottomroundrectangle",points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){var l=e-(n/2+s),c=t-(i/2+s),u=c,d=e+(n/2+s),p=r.finiteLinesIntersect(o,a,e,t,l,c,d,u,!1);return p.length>0?p:r.roundRectangleIntersectLine(o,a,e,t,n,i,s)},checkPoint:function(e,t,n,i,o,a,s){var l=r.getRoundRectangleRadius(i,o),c=2*l;if(r.pointInsidePolygon(e,t,this.points,a,s,i,o-c,[0,-1],n))return!0;if(r.pointInsidePolygon(e,t,this.points,a,s,i-c,o,[0,-1],n))return!0;var u=i/2+2*n,d=o/2+2*n,p=[a-u,s-d,a-u,s,a+u,s,a+u,s-d];return!!r.pointInsidePolygonPoints(e,t,p)||!!r.checkInEllipse(e,t,c,c,a+i/2-l,s+o/2-l,n)||!!r.checkInEllipse(e,t,c,c,a-i/2+l,s+o/2-l,n)}}},registerNodeShapes:function(){var e=this.nodeShapes={},t=this;this.generateEllipse(),this.generatePolygon("triangle",r.generateUnitNgonPointsFitToSquare(3,0)),this.generatePolygon("rectangle",r.generateUnitNgonPointsFitToSquare(4,0)),e.square=e.rectangle,this.generateRoundRectangle(),this.generateCutRectangle(),this.generateBarrel(),this.generateBottomRoundrectangle(),this.generatePolygon("diamond",[0,1,1,0,0,-1,-1,0]),this.generatePolygon("pentagon",r.generateUnitNgonPointsFitToSquare(5,0)),this.generatePolygon("hexagon",r.generateUnitNgonPointsFitToSquare(6,0)),this.generatePolygon("heptagon",r.generateUnitNgonPointsFitToSquare(7,0)),this.generatePolygon("octagon",r.generateUnitNgonPointsFitToSquare(8,0));var n=new Array(20),i=r.generateUnitNgonPoints(5,0),o=r.generateUnitNgonPoints(5,Math.PI/5),a=.5*(3-Math.sqrt(5));a*=1.57;for(var s=0;s<o.length/2;s++)o[2*s]*=a,o[2*s+1]*=a;for(s=0;s<5;s++)n[4*s]=i[2*s],n[4*s+1]=i[2*s+1],n[4*s+2]=o[2*s],n[4*s+3]=o[2*s+1];n=r.fitPolygonToSquare(n),this.generatePolygon("star",n),this.generatePolygon("vee",[-1,-1,0,-.333,1,-1,0,1]),this.generatePolygon("rhomboid",[-1,-1,.333,-1,1,1,-.333,1]),this.generatePolygon("concavehexagon",[-1,-.95,-.75,0,-1,.95,1,.95,.75,0,1,-.95]),this.generatePolygon("tag",[-1,-1,.25,-1,1,0,.25,1,-1,1]),e.makePolygon=function(e){var n,r="polygon-"+e.join("$");return(n=this[r])?n:t.generatePolygon(r,e)}}};e.exports=i},function(e,t,n){"use strict";var r=n(1),i={timeToRender:function(){return this.redrawTotalTime/this.redrawCount},redraw:function(e){e=e||r.staticEmptyObject();var t=this;void 0===t.averageRedrawTime&&(t.averageRedrawTime=0),void 0===t.lastRedrawTime&&(t.lastRedrawTime=0),void 0===t.lastDrawTime&&(t.lastDrawTime=0),t.requestedFrame=!0,t.renderOptions=e},beforeRender:function(e,t){if(!this.destroyed){t=t||0;var n=this.beforeRenderCallbacks;n.push({fn:e,priority:t}),n.sort((function(e,t){return t.priority-e.priority}))}}},o=function(e,t,n){for(var r=e.beforeRenderCallbacks,i=0;i<r.length;i++)r[i].fn(t,n)};i.startRenderLoop=function(){var e=this;e.renderLoopStarted||(e.renderLoopStarted=!0,r.requestAnimationFrame((function t(n){if(!e.destroyed){if(e.requestedFrame&&!e.skipFrame){o(e,!0,n);var i=r.performanceNow();e.render(e.renderOptions);var a=e.lastDrawTime=r.performanceNow();void 0===e.averageRedrawTime&&(e.averageRedrawTime=a-i),void 0===e.redrawCount&&(e.redrawCount=0),e.redrawCount++,void 0===e.redrawTotalTime&&(e.redrawTotalTime=0);var s=a-i;e.redrawTotalTime+=s,e.lastRedrawTime=s,e.averageRedrawTime=e.averageRedrawTime/2+s/2,e.requestedFrame=!1}else o(e,!1,n);e.skipFrame=!1,r.requestAnimationFrame(t)}})))},e.exports=i},function(e,t,n){"use strict";var r=n(1),i=n(0),o=n(124),a=n(125),s=c,l=c.prototype;function c(e){var t=this;t.data={canvases:new Array(l.CANVAS_LAYERS),contexts:new 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":"")),u.style.position="absolute",u.setAttribute("data-id","layer"+c),u.style.zIndex=String(l.CANVAS_LAYERS-c),t.data.canvasContainer.appendChild(u),t.data.canvasNeedsRedraw[c]=!1}for(t.data.topCanvas=t.data.canvases[0],t.data.canvases[l.NODE].setAttribute("data-id","layer"+l.NODE+"-node"),t.data.canvases[l.SELECT_BOX].setAttribute("data-id","layer"+l.SELECT_BOX+"-selectbox"),t.data.canvases[l.DRAG].setAttribute("data-id","layer"+l.DRAG+"-drag"),c=0;c<l.BUFFER_COUNT;c++)t.data.bufferCanvases[c]=document.createElement("canvas"),t.data.bufferContexts[c]=t.data.bufferCanvases[c].getContext("2d"),t.data.bufferCanvases[c].style.position="absolute",t.data.bufferCanvases[c].setAttribute("data-id","buffer"+c),t.data.bufferCanvases[c].style.zIndex=String(-c-1),t.data.bufferCanvases[c].style.visibility="hidden";t.pathsEnabled=!0,t.data.eleTxrCache=new o(t),t.data.lyrTxrCache=new a(t,t.data.eleTxrCache),t.onUpdateEleCalcs((function(e,n){for(var r=0;r<n.length;r++){var i=n[r],o=i._private.rstyle,a=o.dirtyEvents;if(i.isNode()&&a&&1===a.length&&a.position);else if(t.data.eleTxrCache.invalidateElement(i),i.isParent()&&a.style){var s=o.prevParentOpacity,l=i.pstyle("opacity").pfValue;if(o.prevParentOpacity=l,s!==l)for(var c=i.descendants(),u=0;u<c.length;u++)t.data.eleTxrCache.invalidateElement(c[u])}}n.length>0&&t.data.lyrTxrCache.invalidateElements(n)}))}l.CANVAS_LAYERS=3,l.SELECT_BOX=0,l.DRAG=1,l.NODE=2,l.BUFFER_COUNT=3,l.TEXTURE_BUFFER=0,l.MOTIONBLUR_BUFFER_NODE=1,l.MOTIONBLUR_BUFFER_DRAG=2,l.redrawHint=function(e,t){var n=this;switch(e){case"eles":n.data.canvasNeedsRedraw[l.NODE]=t;break;case"drag":n.data.canvasNeedsRedraw[l.DRAG]=t;break;case"select":n.data.canvasNeedsRedraw[l.SELECT_BOX]=t}};var u="undefined"!=typeof Path2D;l.path2dEnabled=function(e){if(void 0===e)return this.pathsEnabled;this.pathsEnabled=!!e},l.usePaths=function(){return u&&this.pathsEnabled},[n(126),n(127),n(128),n(129),n(130),n(131),n(132),n(133),n(134),n(135)].forEach((function(e){r.extend(l,e)})),e.exports=s},function(e,t,n){"use strict";var r=n(2),i=n(1),o=n(9),a=n(19),s={dequeue:"dequeue",downscale:"downscale",highQuality:"highQuality"},l=function(e){this.renderer=e,this.onDequeues=[],this.setupDequeueing()},c=l.prototype;c.reasons=s,c.getTextureQueue=function(e){return this.eleImgCaches=this.eleImgCaches||{},this.eleImgCaches[e]=this.eleImgCaches[e]||[]},c.getRetiredTextureQueue=function(e){var t=this.eleImgCaches.retired=this.eleImgCaches.retired||{};return t[e]=t[e]||[]},c.getElementQueue=function(){return this.eleCacheQueue=this.eleCacheQueue||new o((function(e,t){return t.reqs-e.reqs}))},c.getElementIdToQueue=function(){return this.eleIdToCacheQueue=this.eleIdToCacheQueue||{}},c.getElement=function(e,t,n,i,o){var a=this,l=this.renderer,c=e._private.rscratch,u=l.cy.zoom();if(0===t.w||0===t.h||!e.visible())return 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o=this,a=n.position(),s=a.x,l=a.y,c=n.cy().style(),u=c.getIndexedStyle.bind(c),d=u(n,"background-fit","value",r),p=u(n,"background-repeat","value",r),f=n.width(),h=n.height(),g=2*n.padding(),m=f+("inner"===u(n,"background-width-relative-to","value",r)?0:g),v=h+("inner"===u(n,"background-height-relative-to","value",r)?0:g),b=n._private.rscratch,y="node"===n.pstyle("background-clip").value,x=u(n,"background-image-opacity","value",r)*i,w=t.width||t.cachedW,k=t.height||t.cachedH;null!=w&&null!=k||(document.body.appendChild(t),w=t.cachedW=t.width||t.offsetWidth,k=t.cachedH=t.height||t.offsetHeight,document.body.removeChild(t));var A=w,E=k;if("auto"!==u(n,"background-width","value",r)&&(A="%"===u(n,"background-width","units",r)?u(n,"background-width","pfValue",r)*m:u(n,"background-width","pfValue",r)),"auto"!==u(n,"background-height","value",r)&&(E="%"===u(n,"background-height","units",r)?u(n,"background-height","pfValue",r)*v:u(n,"background-height","pfValue",r)),0!==A&&0!==E){if("contain"===d)A*=S=Math.min(m/A,v/E),E*=S;else if("cover"===d){var S;A*=S=Math.max(m/A,v/E),E*=S}var $=s-m/2;"%"===u(n,"background-position-x","units",r)?$+=(m-A)*u(n,"background-position-x","pfValue",r):$+=u(n,"background-position-x","pfValue",r);var C=l-v/2;"%"===u(n,"background-position-y","units",r)?C+=(v-E)*u(n,"background-position-y","pfValue",r):C+=u(n,"background-position-y","pfValue",r),b.pathCache&&($-=s,C-=l,s=0,l=0);var 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i=t.pstyle("text-halign").strValue;switch(t.pstyle("text-valign").strValue,i){case"left":e.textAlign="right";break;case"right":e.textAlign="left";break;default:e.textAlign="center"}e.textBaseline="bottom"}else{var o=t.pstyle("label"),a=t.pstyle("source-label"),s=t.pstyle("target-label");if(!(o&&o.value||a&&a.value||s&&s.value))return;e.textAlign="center",e.textBaseline="bottom"}r.drawText(e,t),t.isEdge()&&(r.drawText(e,t,"source"),r.drawText(e,t,"target"))}};o.drawNodeText=o.drawEdgeText=o.drawElementText,o.getFontCache=function(e){var t;this.fontCaches=this.fontCaches||[];for(var n=0;n<this.fontCaches.length;n++)if((t=this.fontCaches[n]).context===e)return t;return t={context:e},this.fontCaches.push(t),t},o.setupTextStyle=function(e,t){var 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g=n?n+"-":"",m=r.getPrefixedProperty(i,"labelWidth",n),v=r.getPrefixedProperty(i,"labelHeight",n),b=r.getPrefixedProperty(i,"labelAngle",n),y=t.pstyle(g+"text-margin-x").pfValue,x=t.pstyle(g+"text-margin-y").pfValue,w=t.isEdge(),k=(t.isNode(),t.pstyle("text-halign").value),A=t.pstyle("text-valign").value;w&&(k="center",A="center"),p+=y,f+=x;var E,S=t.pstyle("text-rotation");if(0!==(E="autorotate"===S.strValue?w?b:0:"none"===S.strValue?0:S.pfValue)){var $=p,C=f;e.translate($,C),e.rotate(E),p=0,f=0}switch(A){case"top":break;case"center":f+=v/2;break;case"bottom":f+=v}var _=t.pstyle("text-background-opacity").value,O=t.pstyle("text-border-opacity").value,T=t.pstyle("text-border-width").pfValue,j=t.pstyle("text-background-padding").pfValue;if(_>0||T>0&&O>0){var P=p-j;switch(k){case"left":P-=m;break;case"center":P-=m/2}var D=f-v-j,R=m+2*j,I=v+2*j;if(_>0){var N=e.fillStyle,M=t.pstyle("text-background-color").value;e.fillStyle="rgba("+M[0]+","+M[1]+","+M[2]+","+_*o+")","roundrectangle"==t.pstyle("text-background-shape").strValue?(s=P,l=D,c=R,u=I,d=(d=2)||5,(a=e).beginPath(),a.moveTo(s+d,l),a.lineTo(s+c-d,l),a.quadraticCurveTo(s+c,l,s+c,l+d),a.lineTo(s+c,l+u-d),a.quadraticCurveTo(s+c,l+u,s+c-d,l+u),a.lineTo(s+d,l+u),a.quadraticCurveTo(s,l+u,s,l+u-d),a.lineTo(s,l+d),a.quadraticCurveTo(s,l,s+d,l),a.closePath(),a.fill()):e.fillRect(P,D,R,I),e.fillStyle=N}if(T>0&&O>0){var z=e.strokeStyle,L=e.lineWidth,B=t.pstyle("text-border-color").value,F=t.pstyle("text-border-style").value;if(e.strokeStyle="rgba("+B[0]+","+B[1]+","+B[2]+","+O*o+")",e.lineWidth=T,e.setLineDash)switch(F){case"dotted":e.setLineDash([1,1]);break;case"dashed":e.setLineDash([4,2]);break;case"double":e.lineWidth=T/4,e.setLineDash([]);break;case"solid":e.setLineDash([])}if(e.strokeRect(P,D,R,I),"double"===F){var q=T/2;e.strokeRect(P+q,D+q,R-2*q,I-2*q)}e.setLineDash&&e.setLineDash([]),e.lineWidth=L,e.strokeStyle=z}}var V=2*t.pstyle("text-outline-width").pfValue;if(V>0&&(e.lineWidth=V),"wrap"===t.pstyle("text-wrap").value){var U=r.getPrefixedProperty(i,"labelWrapCachedLines",n),H=v/U.length;switch(A){case"top":f-=(U.length-1)*H;break;case"center":case"bottom":f-=(U.length-1)*H}for(var G=0;G<U.length;G++)V>0&&e.strokeText(U[G],p,f),e.fillText(U[G],p,f),f+=H}else V>0&&e.strokeText(h,p,f),e.fillText(h,p,f);0!==E&&(e.rotate(-E),e.translate(-$,-C))}}},e.exports=o},function(e,t,n){"use strict";var r=n(0),i={drawNode:function(e,t,n,i){var o,a,s=this,l=t._private,c=l.rscratch,u=t.position();if(r.number(u.x)&&r.number(u.y)&&t.visible()){var d=t.effectiveOpacity(),p=s.usePaths(),f=void 0,h=!1,g=t.padding();o=t.width()+2*g,a=t.height()+2*g;var m=void 0;n&&(m=n,e.translate(-m.x1,-m.y1));for(var v=t.pstyle("background-image").value,b=new Array(v.length),y=new Array(v.length),x=0,w=0;w<v.length;w++){var k=v[w];if(b[w]=null!=k&&"none"!==k){var A=t.cy().style().getIndexedStyle(t,"background-image-crossorigin","value",w);x++,y[w]=s.getCachedImage(k,A,(function(){t.emitAndNotify("background")}))}}var E=t.pstyle("background-blacken").value,S=t.pstyle("border-width").pfValue,$=t.pstyle("background-color").value,C=t.pstyle("background-opacity").value*d,_=t.pstyle("border-color").value,O=t.pstyle("border-style").value,T=t.pstyle("border-opacity").value*d;e.lineJoin="miter";var j=function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:C;s.fillStyle(e,$[0],$[1],$[2],t)},P=function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:T;s.strokeStyle(e,_[0],_[1],_[2],t)},D=t.pstyle("shape").strValue,R=t.pstyle("shape-polygon-points").pfValue;if(p){var I=D+"$"+o+"$"+a+("polygon"===D?"$"+R.join("$"):"");e.translate(u.x,u.y),c.pathCacheKey===I?(f=c.pathCache,h=!0):(f=new Path2D,c.pathCacheKey=I,c.pathCache=f)}var N,M,z,L=function(){if(!h){var n=u;p&&(n={x:0,y:0}),s.nodeShapes[s.getNodeShape(t)].draw(f||e,n.x,n.y,o,a)}p?e.fill(f):e.fill()},B=function(){for(var n=arguments.length>0&&void 0!==arguments[0]?arguments[0]:d,r=l.backgrounding,i=0,o=0;o<y.length;o++)b[o]&&y[o].complete&&!y[o].error&&(i++,s.drawInscribedImage(e,y[o],t,o,n));l.backgrounding=!(i===x),r!==l.backgrounding&&t.updateStyle(!1)},F=function(){var n=arguments.length>0&&void 0!==arguments[0]&&arguments[0],r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:d;s.hasPie(t)&&(s.drawPie(e,t,r),n&&(p||s.nodeShapes[s.getNodeShape(t)].draw(e,u.x,u.y,o,a)))},q=function(){var t=arguments.length>0&&void 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U=t.pstyle("ghost-offset-x").pfValue,H=t.pstyle("ghost-offset-y").pfValue,G=t.pstyle("ghost-opacity").value,W=G*d;e.translate(U,H),j(G*C),L(),B(W),F(0!==E||0!==S),q(W),P(G*T),V(),e.translate(-U,-H)}j(),L(),B(),F(0!==E||0!==S),q(),P(),V(),p&&e.translate(-u.x,-u.y),s.drawElementText(e,t,i),N=t.pstyle("overlay-padding").pfValue,M=t.pstyle("overlay-opacity").value,z=t.pstyle("overlay-color").value,M>0&&(s.fillStyle(e,z[0],z[1],z[2],M),s.nodeShapes.roundrectangle.draw(e,u.x,u.y,o+2*N,a+2*N),e.fill()),n&&e.translate(m.x1,m.y1)}},hasPie:function(e){return(e=e[0])._private.hasPie},drawPie:function(e,t,n,r){t=t[0],r=r||t.position();var i=t.cy().style(),o=t.pstyle("pie-size"),a=r.x,s=r.y,l=t.width(),c=t.height(),u=Math.min(l,c)/2,d=0;this.usePaths()&&(a=0,s=0),"%"===o.units?u*=o.pfValue:void 0!==o.pfValue&&(u=o.pfValue/2);for(var p=1;p<=i.pieBackgroundN;p++){var f=t.pstyle("pie-"+p+"-background-size").value,h=t.pstyle("pie-"+p+"-background-color").value,g=t.pstyle("pie-"+p+"-background-opacity").value*n,m=f/100;m+d>1&&(m=1-d);var v=1.5*Math.PI+2*Math.PI*d,b=v+2*Math.PI*m;0===f||d>=1||d+m>1||(e.beginPath(),e.moveTo(a,s),e.arc(a,s,u,v,b),e.closePath(),this.fillStyle(e,h[0],h[1],h[2],g),e.fill(),d+=m)}}};e.exports=i},function(e,t,n){"use strict";var r={},i=n(1);r.getPixelRatio=function(){var e=this.data.contexts[0];if(null!=this.forcedPixelRatio)return this.forcedPixelRatio;var t=e.backingStorePixelRatio||e.webkitBackingStorePixelRatio||e.mozBackingStorePixelRatio||e.msBackingStorePixelRatio||e.oBackingStorePixelRatio||e.backingStorePixelRatio||1;return(window.devicePixelRatio||1)/t},r.paintCache=function(e){for(var t,n=this.paintCaches=this.paintCaches||[],r=!0,i=0;i<n.length;i++)if((t=n[i]).context===e){r=!1;break}return 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class="app-title">\n        <div class="app-frame app-pad">\n            <h1>\n                <span class="break">{{ query }}</span>\n                <small><span>{{ results.length }}</span> search results</small>\n            </h1>\n            <input type="checkbox" id="name" ng-model="checkboxStatus.show_names" ng-click="filterResults(results, checkboxStatus)" style = "margin-left:10px;margin-right:5px">\n            <label for="name" style="margin-right:25px">Name</label> \n            <input type="checkbox" id="desc" ng-model="checkboxStatus.show_descriptions" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="desc" style="margin-right:25px;">Description</label> \n            <input type="checkbox" id="column" ng-model="checkboxStatus.show_columns" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="column" style="margin-right:25px;">Column</label> \n            <input type="checkbox" id="column_description" ng-model="checkboxStatus.show_column_descriptions" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="column_description" style="margin-right:25px;">Column Description</label>\n            <input type="checkbox" id="code" ng-model="checkboxStatus.show_code" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="code" style="margin-right:15px;">SQL</label>\n            <input type="checkbox" id="tag" ng-model="checkboxStatus.show_tags" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="code" style="margin-right:15px;">Tags</label>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <div class="results">\n                <div ng-repeat="result in results | filter:limit_search | orderBy:\'overallWeight\':true track by result.model.unique_id"\n                     data-ui-state="getState(result.model)" data-ui-state-params="{unique_id: result.model.unique_id}"\n                     ng-click="onSelect()"\n                     class="result search-result a">\n                        <div class="result-content">\n                            <div class="result-icn">\n                                <svg class="icn "><use xlink:href="#icn-doc"></use></svg>\n                            </div>\n                            <div class="result-body">\n                                <h4 class="a">\n                                    <span ng-bind-html="highlight(getModelName(result.model))"></span>\n                                    <small>{{result.model.resource_type}}</small>\n                                </h4>\n                                <p ng-bind-html="highlight(shorten(result.model.description))"></p>\n                            </div>\n                        </div>\n                        <div class="sub-results" ng-show="query.length > 0">\n                        <span ng-repeat="column in columnFilter(result.model.columns) | limitTo:limitColumns(result.model.unique_id)">\n                            <span ng-show="$first === true">columns:</span>\n                            <span ng-bind-html="highlight(column + \',\')" ng-show="$last === false"></span>\n                            <span ng-bind-html="highlight(column)" ng-show="$last === true"></span>\n                        </span>\n                        <a\n                            ng-show="columnFilter(result.model.columns).length > max_results_columns && !limit_columns[result.model.unique_id]"\n                            ng-click="$event.stopPropagation(); limit_columns[result.model.unique_id] = 100">Show {{ columnFilter(result.model.columns).length - max_results_columns }} more</a>\n                        </div>\n                        <div class="sub-results" ng-show="query.length > 0">\n                        <span>\n                            <span ng-bind-html = "highlight(shorten(result.model[\'raw_code\']))"></span>\n                        </span>\n                        </div>\n                        <div class="sub-results" ng-show="query.length > 0">\n                        <span ng-repeat="tag in result.model.tags">\n                            <span ng-show="$first === true">tags:</span>\n                            <span ng-bind-html="highlight(tag + \',\')" ng-show="$last === false"></span>\n                            <span ng-bind-html="highlight(tag)" ng-show="$last === true"></span>\n                        </span>\n                        </div>\n                </div>\n                <a\n                    ng-show="results.length >= max_results && !show_all"\n                    ng-click="show_all = true">Show {{ results.length - max_results }} more</a>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){e.exports={getQuoteChar:function(e){var t=(e||{}).adapter_type;return["bigquery","spark","databricks"].indexOf(t)>=0?"`":'"'}}},function(e,t,n){"use strict";const r=n(432);n(433);const i=n(21);angular.module("dbt").directive("tableDetails",["$sce","$filter","project",function(e,t,n){return{scope:{model:"=",extras:"=",exclude:"<"},templateUrl:r,link:function(e){function r(e,t){if(0==e)return"0 bytes";if(e<1&&(e*=1e6),isNaN(parseFloat(e))||!isFinite(e))return"-";void 0===t&&(t=0);var n=Math.floor(Math.log(e)/Math.log(1024));return(e/Math.pow(1024,Math.floor(n))).toFixed(t)+" "+["bytes","KB","MB","GB","TB","PB"][n]}function o(e,n){return void 0===n&&(n=2),t("number")(100*e,n)+"%"}function a(e,n){return void 0===n&&(n=0),t("number")(e,n)}function s(e){var t,r,o=!e.metadata,a=e.metadata||{};t=e.database?e.database+".":"",r=o?void 0:"source"==e.resource_type?t+e.schema+"."+e.identifier:t+e.schema+"."+e.alias;var s,l=[{name:"Owner",value:e.group?function(e){const{name:t,email:r}=n.project.groups[e].owner,i=[];if(t&&i.push(t),r){const e=i.length>0?`<${r}>`:r;i.push(e)}return i.join(" ")}(`group.${e.package_name}.${e.group}`):a.owner},{name:"Type",value:o?void 0:(s=a.type,"BASE TABLE"==s?{type:"table",name:"table"}:"LATE BINDING VIEW"==s?{type:"view",name:"late binding view"}:{type:s.toLowerCase(),name:s.toLowerCase()}).name},{name:"Package",value:e.package_name},{name:"Language",value:e.language},{name:"Relation",value:r},{name:"Access",value:e.access},{name:"Version",value:e.version},{name:"Contract",value:e.config.contract.enforced?"Enforced":"Not Enforced"}];return i.filter(l,(function(e){return void 0!==e.value}))}e.details=[],e.extended=[],e.exclude=e.exclude||[],e.meta=null,e._show_expanded=!1,e.show_expanded=function(t){return void 0!==t&&(e._show_expanded=t),e._show_expanded},e.hasData=function(e){return!(!e||i.isEmpty(e))&&(1!=e.length||0!=e[0].include)},e.$watch("model",(function(t,n){i.property(["metadata","type"])(t);var l,c,u,d=t.hasOwnProperty("sources")&&null!=t.sources[0]?t.sources[0].source_meta:null;if(e.meta=t.meta||d,e.details=s(t),e.extended=(l=t.stats,c={rows:a,row_count:a,num_rows:a,max_varchar:a,pct_used:o,size:r,bytes:r,num_bytes:r},u=i.sortBy(i.values(l),"label"),i.map(u,(function(e){var t=i.clone(e),n=c[e.id];return n&&(t.value=n(e.value),t.label=e.label.replace("Approximate","~"),t.label=e.label.replace("Utilization","Used")),t}))),e.extras){var p=i.filter(e.extras,(function(e){return void 0!==e.value&&null!==e.value}));e.details=e.details.concat(p)}e.show_extended=i.where(e.extended,{include:!0}).length>0})),e.queryTag=function(t){e.$emit("query",t)}}}}])},function(e,t){var n="/components/table_details/table_details.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="section-content">\n    <h6>Details</h6>\n    <div class="panel">\n        <div class="panel-body">\n            <div class="details">\n                <div class="details-content">\n                    <div class="detail-group" ng-if="hasData(meta)">\n                        <div class="detail-body">\n                            <dl class="detail"\n                                ng-repeat="(k, v) in meta">\n                                <dt class="detail-label">{{ k }}</dt>\n                                <dd class="detail-value">{{ v }}</dd>\n                            </dl>\n                        </div>\n                    </div>\n                    <div class="detail-group">\n                        <div class="detail-body">\n                            <dl class=\'detail\' ng-if="model.tags != undefined && exclude.indexOf(\'tags\') == -1">\n                                <dt class="detail-label">Tags</dt>\n                                <dd ng-if="model.tags.length > 0" class="detail-value">\n                                    <span ng-repeat="tag in model.tags"><code><a ng-click=queryTag(tag)>{{ tag }}</a></code>&nbsp;</span>\n                                </dd>\n                                <dd ng-if="model.tags.length == 0" class="detail-value">untagged</dd>\n                            </dl>\n                            <dl class="detail"\n                                ng-repeat="item in details">\n                                <dt class="detail-label">{{ item.name }}</dt>\n                                <dd class="detail-value">{{ item.value }}</dd>\n                            </dl>\n                        </div>\n                    </div>\n                    <div class="detail-group" ng-if="hasData(extended)">\n                        <div class="detail-body">\n                            <dl class="detail"\n                                ng-repeat="item in extended"\n                                ng-if="item.include">\n                                <dt data-toggle="tooltip" title="{{ item.description }}" class="detail-label">{{ item.label }}</dt>\n                                <dd class="detail-value">{{ item.value }}</dd>\n                            </dl>\n                        </div>\n                    </div>\n                </div>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){var r=n(434);"string"==typeof r&&(r=[[e.i,r,""]]);var i={hmr:!0,transform:void 0,insertInto:void 0};n(40)(r,i);r.locals&&(e.exports=r.locals)},function(e,t,n){(e.exports=n(39)(!1)).push([e.i,"\n\n.details-content {\n    table-layout: fixed;\n}\n\n.detail-body {\n    white-space: nowrap;\n    overflow-x: scroll;\n}\n",""])},function(e,t,n){"use strict";const r=n(436),i=n(21);angular.module("dbt").directive("columnDetails",["project",function(e){return{scope:{model:"="},templateUrl:r,link:function(t){t.has_test=function(e,t){return-1!=i.pluck(e.tests,"short").indexOf(t)},t.has_constraint=function(e,t){return e.constraints.some(e=>e.type===t)},t.has_more_info=function(e){var t=e.tests||[],n=e.description||"",r=e.meta||{},o=e.constraints||[];return t.length||n.length||o.length||!i.isEmpty(r)},t.toggle_column_expanded=function(e){t.has_more_info(e)&&(e.expanded=!e.expanded)},t.getState=function(e){return"dbt."+e.resource_type},t.get_col_name=function(t){return e.caseColumn(t)},t.get_columns=function(e){var t=i.chain(e.columns).values().sortBy("index").value();return i.each(t,(function(e,t){e.index=t})),t}}}}])},function(e,t){var n="/components/column_details/column_details.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="panel">\n    <div class="panel-body">\n        <div ng-if="_.isEmpty(model.columns)">\n            Column information is not available for this seed\n        </div>\n        <div class="table-responsive"\n             style="max-height: 800px; overflow-y: scroll;"\n             ng-if="!_.isEmpty(model.columns)">\n            <table class="table table-borderless table-hover">\n                <thead>\n                    <tr>\n                        <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Column</th>\n                        <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Type</th>\n                        <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Description</th>\n                        <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;">Constraints</th>\n                        <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;">Tests</th>\n                        <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;" class=\'text-center\'>More?</th>\n                    </tr>\n                </thead>\n                <tbody>\n                    <tr\n                        ng-repeat-start="column in get_columns(model) track by column.index"\n                        ng-click="toggle_column_expanded(column)"\n                        class="column-row"\n                        ng-class="{\'column-row-selected\': column.expanded}"\n                        ng-style="{cursor: has_more_info(column) ? \'pointer\' : \'auto\'}">\n                        <td>\n                            <div>\n                                <span class=\'text-dark\'>{{ get_col_name(column.name) }}</span>\n                            </div>\n                        </td>\n                        <td>\n                            <span class=\'text-dark\'>{{ column.type }}</p>\n                        </td>\n                        <td style="text-overflow: ellipsis; overflow-x: hidden; white-space: nowrap; max-width: 1px;">\n                            <span ng-show="!column.expanded">{{ column.description }}</span>\n                        </td>\n                        <td>\n                            <span class="text-light" ng-show="!column.expanded">\n                                <span data-toggle="tooltip" title="Not Null" ng-if="has_constraint(column, \'not_null\')">N</span>\n                                <span data-toggle="tooltip" title="Primary Key" ng-if="has_constraint(column, \'primary_key\')">PK</span>\n                                <span data-toggle="tooltip" title="Foreign Key" ng-if="has_constraint(column, \'foreign_key\')">FK</span>\n                                <span data-toggle="tooltip" title="Check" ng-if="has_constraint(column, \'check\')">C</span>\n                                <span data-toggle="tooltip" title="Custom" ng-if="has_constraint(column, \'custom\')">+</span>\n                            </span>\n                        </td>\n                        <td>\n                            <span class="text-light" ng-show="!column.expanded">\n                                <span data-toggle="tooltip" title="Unique" ng-if="has_test(column, \'U\')">U</span>\n                                <span data-toggle="tooltip" title="Not Null" ng-if="has_test(column, \'N\')">N</span>\n                                <span data-toggle="tooltip" title="Foreign Key" ng-if="has_test(column, \'F\')">F</span>\n                                <span data-toggle="tooltip" title="Accepted Values" ng-if="has_test(column, \'A\')">A</span>\n                                <span data-toggle="tooltip" title="Custom Test" ng-if="has_test(column, \'+\')">+</span>\n                            </span>\n                        </td>\n                        <td class=\'text-center\'>\n                            <span class=\'text-light\' ng-show="has_more_info(column)">\n                                <span ng-if="column.expanded">\n                                    <svg class="icn"><use xlink:href="#icn-up"></use></svg>\n                                </span>\n                                <span ng-if="!column.expanded">\n                                    <svg class="icn"><use xlink:href="#icn-right"></use></svg>\n                                </span>\n                            </span>\n                        </td>\n                    </tr>\n                    <tr ng-repeat-end ng-show="column.expanded" style="background-color: white; padding: 10px">\n                        <td colspan="5" class="column-expanded">\n                            <div style="padding: 5px 20px">\n                                <div ng-show="column.meta">\n                                    <h5>Details</h5>\n                                    <div class="detail-group" style="padding-bottom: 0">\n                                        <div class="detail-body" style="padding-left: 0">\n                                            <dl class="detail"\n                                                ng-style="{\'padding-left\': $index == 0 ? 0 : \'auto\'}"\n                                                ng-repeat="(k, v) in column.meta">\n                                                <dt class="detail-label">{{ k }}</dt>\n                                                <dd class="detail-value">{{ v }}</dd>\n                                            </dl>\n                                        </div>\n                                    </div>\n                                </div>\n\n                                <div style="margin-bottom: 15px" ng-if="column.description.length">\n                                    <h5>Description</h5>\n                                    <span marked="column.description"></span>\n                                </div>\n\n                                <div ng-show="column.constraints && column.constraints.length" style="margin-bottom: 15px">\n                                    <h5>Constraints</h5>\n                                    <div class="detail-group" style="padding-bottom: 0">\n                                        <div class="detail-body" style="padding-left: 0">\n                                            <dl class="detail" ng-style="{\'padding-left\': $index == 0 ? 0 : \'auto\'}"\n                                                ng-repeat="constraint in column.constraints">\n                                                <dt class="detail-label">Name</dt>\n                                                <dd class="detail-value">{{ constraint.name }}</dd>\n                                                <dt class="detail-label">Type</dt>\n                                                <dd class="detail-value">{{ constraint.type }}</dd>\n                                                <dt class="detail-label">Expression</dt>\n                                                <dd class="detail-value">{{ constraint.expression }}</dd>\n                                            </dl>\n                                        </div>\n                                    </div>\n                                </div>\n\n                                <div ng-show="column.tests && column.tests.length" style="margin-bottom: 15px">\n                                    <h5>Generic Tests</h5>\n                                    <ul class="list-unstyled" style="margin-top: 2px">\n                                        <li ng-repeat="test in column.tests" ng-switch on="test.short" class=\'text-light\'>\n                                            <span ng-switch-when="F">\n                                                Foreign Key\n                                                <span ng-if="test.fk_model.unique_id">\n                                                    <a data-ui-state="getState(test.fk_model)"\n                                                        data-ui-state-params="{unique_id: test.fk_model.unique_id}">\n                                                        to {{ test.fk_model.name }}\n                                                    </a> on <code>{{ test.fk_field }}</code>\n                                                </span>\n                                            </span>\n                                            <span ng-switch-when="P">Primary Key</span>\n                                            <span ng-switch-when="U">Unique</span>\n                                            <span ng-switch-when="N">Not Null</span>\n                                            <span ng-switch-default>{{ test.label }}</span>\n                                        </li>\n                                    </ul>\n                                </div>\n                            </div>\n                        </td>\n                    </tr>\n                </tbody>\n            </table>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){"use strict";const r=n(438);n(33),n(439);function i(e){return"python"===e?"language-python":"language-sql"}angular.module("dbt").directive("codeBlock",["code","$timeout",function(e,t){return{scope:{versions:"=",default:"<",language:"="},restrict:"E",templateUrl:r,link:function(n,r){n.selected_version=n.default,n.language_class=i(n.language),n.source=null,n.setSelected=function(r){n.selected_version=r,n.source=n.versions[r]||"";const i=n.source.trim();n.highlighted=e.highlight(i,n.language),t((function(){Prism.highlightAll()}))},n.titleCase=function(e){return e.charAt(0).toUpperCase()+e.substring(1)},n.copied=!1,n.copy_to_clipboard=function(){e.copy_to_clipboard(n.source),n.copied=!0,setTimeout((function(){n.$apply((function(){n.copied=!1}))}),1e3)},n.$watch("language",(function(e,t){e&&e!=t&&(n.language_class=i(e))}),!0),n.$watch("versions",(function(e,t){if(e)if(n.default)n.setSelected(n.default);else{var r=Object.keys(n.versions);r.length>0&&n.setSelected(r[0])}}),!0)}}}])},function(e,t){var n="/components/code_block/code_block.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<h6>Code</h6>\n<div class="panel">\n    <div class="panel-body">\n        <ul class="nav nav-tabs">\n            <li\n                ng-repeat="(version_name, version) in versions"\n                ng-class="{active: version_name == selected_version}">\n                <a ng-click="setSelected(version_name)">{{ titleCase(version_name) }}</a>\n            </li>\n            <li class=\'nav-pull-right\'></li>\n            <li>\n                <a class=\'unselectable\'\n                   ng-click="copy_to_clipboard()">{{ copied ? \'copied\' : \'copy to clipboard\' }}</a>\n            </li>\n        </ul>\n        <div style="margin-top: 1px">\n            <pre style="background-color: white"\n                 class=\'code line-numbers\'><code class="source-code highlight" ng-class="language_class" ng-bind-html="highlighted"></code></pre>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){var r=n(440);"string"==typeof r&&(r=[[e.i,r,""]]);var i={hmr:!0,transform:void 0,insertInto:void 0};n(40)(r,i);r.locals&&(e.exports=r.locals)},function(e,t,n){(e.exports=n(39)(!1)).push([e.i,"pre.code {\n    border: none !important;\n    overflow-y: visible !important;\n    overflow-x: scroll !important;\n    padding-bottom: 10px;\n}\n\npre.code code {\n    font-family: Monaco, monospace !important;\n    font-weight: 400 !important;\n}\n\n.line-numbers-rows {\n    border: none !important;\n}\n",""])},function(e,t,n){"use strict";const r=n(442);angular.module("dbt").directive("macroArguments",[function(){return{scope:{macro:"="},templateUrl:r,link:function(e){_.each(e.macro.arguments,(function(e){e.expanded=!1}))}}}])},function(e,t){var n="/components/macro_arguments/index.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n    .arg-header {\n        background-color: white;\n        position: sticky;\n        top: 0;\n        z-index: 1;\n    }\n\n</style>\n\n<div class="panel">\n    <div class="panel-body">\n        <div ng-if="macro.arguments.length == 0">\n            Details are not available for this macro. This may be due to the fact that this macro doesn\'t have any\n            arguments or that they haven\'t been documented yet.\n        </div>\n        <div ng-if="macro.arguments.length > 0" class="table-responsive" style="max-height: 800px; overflow-y: scroll;">\n            <table class="table table-borderless table-hover">\n                <thead>\n                    <tr>\n                        <th class="arg-header">Argument</th>\n                        <th class="arg-header">Type</th>\n                        <th class="arg-header">Description</th>\n                        <th style="width: 1px;" class=\'text-center\'>More?</th>\n                    </tr>\n                </thead>\n                <tbody>\n                    <tr ng-repeat-start="arg in macro.arguments" ng-click="arg.expanded = !arg.expanded"\n                        ng-class="{\'column-row-selected\': arg.expanded}"\n                        ng-style="{cursor: arg.description ? \'pointer\' : \'auto\'}" class="column-row">\n                        <td>\n                            <div>\n                                <span class=\'text-dark\'>{{ arg.name }}</span>\n                            </div>\n                        </td>\n                        <td>\n                            <span class=\'text-dark\'>{{ arg.type }}</p>\n                        </td>\n                        <td style="text-overflow: ellipsis; overflow-x: hidden; white-space: nowrap; max-width: 1px;">\n                            <span ng-show="!arg.expanded">{{ arg.description }}</span>\n                        </td>\n                        <td class=\'text-center\'>\n                            <span class=\'text-light\' ng-show="arg.description">\n                                <span ng-if="arg.expanded">\n                                    <svg class="icn">\n                                        <use xlink:href="#icn-up"></use>\n                                    </svg>\n                                </span>\n                                <span ng-if="!arg.expanded">\n                                    <svg class="icn">\n                                        <use xlink:href="#icn-right"></use>\n                                    </svg>\n                                </span>\n                            </span>\n                        </td>\n                    </tr>\n                    <tr ng-repeat-end ng-show="arg.expanded" style="background-color: white; padding: 10px">\n                        <td colspan="4" class="column-expanded">\n                            <div style="padding: 5px 20px">\n                                <div style="margin-bottom: 15px">\n                                    <h5>Description</h5>\n                                    <span marked="arg.description"></span>\n                                </div>\n                            </div>\n                        </td>\n                    </tr>\n                </tbody>\n            </table>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){"use strict";const r=n(444);angular.module("dbt").directive("referenceList",["$state",function(e){return{scope:{references:"=",node:"="},restrict:"E",templateUrl:r,link:function(t){t.selected_type=null,t.setType=function(e){t.selected_type=e,t.nodes=t.references[t.selected_type]},t.getNodeUrl=function(t){var n="dbt."+t.resource_type;return e.href(n,{unique_id:t.unique_id,"#":null})},t.mapResourceType=function(e){return"model"==e?"Models":"seed"==e?"Seeds":"test"==e?"Tests":"snapshot"==e?"Snapshots":"analysis"==e?"Analyses":"macro"==e?"Macros":"exposure"==e?"Exposures":"metric"==e?"Metrics":"semantic_model"==e?"Semantic Models":"operation"==e?"Operations":"Nodes"},t.$watch("references",(function(e){e&&_.size(e)>0?(t.selected_type=_.keys(e)[0],t.has_references=!0,t.nodes=t.references[t.selected_type]):t.has_references=!1}))}}}])},function(e,t){var n="/components/references/index.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="panel">\n    <div class="panel-body" ng-if="!has_references">\n        No resources reference this {{ node.resource_type }}\n    </div>\n    <div class="panel-body" ng-if="has_references">\n        <ul class="nav nav-tabs">\n            <li\n                ng-repeat="(resource_type, nodes) in references"\n                ng-class="{active: resource_type == selected_type}">\n                <a ng-click="setType(resource_type)">\n                    {{ mapResourceType(resource_type) }}\n                </a>\n            </li>\n        </ul>\n        <div style="margin-top: 15px">\n            <ul class=\'list-unstyled\'>\n                <li ng-repeat="node in nodes">\n                    <a ng-href="{{ getNodeUrl(node) }}">{{ node.name }}</a>\n                </li>\n            </ul>\n        <div>\n    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r=g(i.offsetX,i.offsetY,e.temperature);i.positionX+=r.x,i.positionY+=r.y,i.offsetX=0,i.offsetY=0,i.minX=i.positionX-i.width,i.maxX=i.positionX+i.width,i.minY=i.positionY-i.height,i.maxY=i.positionY+i.height,m(i,e)}for(n=0;n<e.nodeSize;n++){var i;0<(i=e.layoutNodes[n]).children.length&&!i.isLocked&&(i.positionX=(i.maxX+i.minX)/2,i.positionY=(i.maxY+i.minY)/2,i.width=i.maxX-i.minX,i.height=i.maxY-i.minY)}},g=function(e,t,n){var r=Math.sqrt(e*e+t*t);if(r>n)var i={x:n*e/r,y:n*t/r};else i={x:e,y:t};return i},m=function e(t,n){var r=t.parentId;if(null!=r){var i=n.layoutNodes[n.idToIndex[r]],o=!1;return(null==i.maxX||t.maxX+i.padRight>i.maxX)&&(i.maxX=t.maxX+i.padRight,o=!0),(null==i.minX||t.minX-i.padLeft<i.minX)&&(i.minX=t.minX-i.padLeft,o=!0),(null==i.maxY||t.maxY+i.padBottom>i.maxY)&&(i.maxY=t.maxY+i.padBottom,o=!0),(null==i.minY||t.minY-i.padTop<i.minY)&&(i.minY=t.minY-i.padTop,o=!0),o?e(i,n):void 0}},v=function(e){return 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r=n.eles.edges(),i=n.eles.nodes(),s={isCompound:e.hasCompoundNodes(),layoutNodes:[],idToIndex:{},nodeSize:i.size(),graphSet:[],indexToGraph:[],layoutEdges:[],edgeSize:r.size(),temperature:n.initialTemp,clientWidth:e.width(),clientHeight:e.width(),boundingBox:o.makeBoundingBox(n.boundingBox?n.boundingBox:{x1:0,y1:0,w:e.width(),h:e.height()})},l=n.eles.components(),c={},u=0;u<l.length;u++)for(var p=l[u],f=0;f<p.length;f++)c[p[f].id()]=u;for(u=0;u<s.nodeSize;u++){var h=(y=i[u]).layoutDimensions(n);(I={}).isLocked=y.locked(),I.id=y.data("id"),I.parentId=y.data("parent"),I.cmptId=c[y.id()],I.children=[],I.positionX=y.position("x"),I.positionY=y.position("y"),I.offsetX=0,I.offsetY=0,I.height=h.w,I.width=h.h,I.maxX=I.positionX+I.width/2,I.minX=I.positionX-I.width/2,I.maxY=I.positionY+I.height/2,I.minY=I.positionY-I.height/2,I.padLeft=parseFloat(y.style("padding")),I.padRight=parseFloat(y.style("padding")),I.padTop=parseFloat(y.style("padding")),I.padBottom=parseFloat(y.style("padding")),I.nodeRepulsion=a.fn(n.nodeRepulsion)?n.nodeRepulsion(y):n.nodeRepulsion,s.layoutNodes.push(I),s.idToIndex[I.id]=u}var g=[],m=0,v=-1,b=[];for(u=0;u<s.nodeSize;u++){var y,x=(y=s.layoutNodes[u]).parentId;null!=x?s.layoutNodes[s.idToIndex[x]].children.push(y.id):(g[++v]=y.id,b.push(y.id))}for(s.graphSet.push(b);m<=v;){var w=g[m++],k=s.idToIndex[w],A=s.layoutNodes[k].children;if(A.length>0)for(s.graphSet.push(A),u=0;u<A.length;u++)g[++v]=A[u]}for(u=0;u<s.graphSet.length;u++){var E=s.graphSet[u];for(f=0;f<E.length;f++){var S=s.idToIndex[E[f]];s.indexToGraph[S]=u}}for(u=0;u<s.edgeSize;u++){var $=r[u],C={};C.id=$.data("id"),C.sourceId=$.data("source"),C.targetId=$.data("target");var _=a.fn(n.idealEdgeLength)?n.idealEdgeLength($):n.idealEdgeLength,O=a.fn(n.edgeElasticity)?n.edgeElasticity($):n.edgeElasticity,T=s.idToIndex[C.sourceId],j=s.idToIndex[C.targetId];if(s.indexToGraph[T]!=s.indexToGraph[j]){for(var P=d(C.sourceId,C.targetId,s),D=s.graphSet[P],R=0,I=s.layoutNodes[T];-1===D.indexOf(I.id);)I=s.layoutNodes[s.idToIndex[I.parentId]],R++;for(I=s.layoutNodes[j];-1===D.indexOf(I.id);)I=s.layoutNodes[s.idToIndex[I.parentId]],R++;_*=R*n.nestingFactor}C.idealLength=_,C.elasticity=O,s.layoutEdges.push(C)}return s},d=function(e,t,n){var r=p(e,t,0,n);return 2>r.count?0:r.graph},p=function e(t,n,r,i){var 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"+o[t].toString());for(i="IndexToGraph",t=0;t<e.indexToGraph.length;t++)i+="\nIndex : "+t+" Graph: "+e.indexToGraph[t];for(console.debug(i),i="Layout Edges",t=0;t<e.layoutEdges.length;t++){var a=e.layoutEdges[t];i+="\nEdge Index: "+t+" ID: "+a.id+" SouceID: "+a.sourceId+" TargetId: "+a.targetId+" Ideal Length: "+a.idealLength}console.debug(i),i="nodeSize: "+e.nodeSize,i+="\nedgeSize: "+e.edgeSize,i+="\ntemperature: "+e.temperature,console.debug(i)}},h=function(e,t){for(var n=e.clientWidth,r=e.clientHeight,i=0;i<e.nodeSize;i++){var o=e.layoutNodes[i];0!==o.children.length||o.isLocked||(o.positionX=Math.random()*n,o.positionY=Math.random()*r)}},g=function(e,t,n){var r=n.layout,i=n.eles.nodes(),o=e.boundingBox,a={x1:1/0,x2:-1/0,y1:1/0,y2:-1/0};n.boundingBox&&(i.forEach((function(t){var n=e.layoutNodes[e.idToIndex[t.data("id")]];a.x1=Math.min(a.x1,n.positionX),a.x2=Math.max(a.x2,n.positionX),a.y1=Math.min(a.y1,n.positionY),a.y2=Math.max(a.y2,n.positionY)})),a.w=a.x2-a.x1,a.h=a.y2-a.y1),i.positions((function(t,r){var i=e.layoutNodes[e.idToIndex[t.data("id")]];if(n.boundingBox){var s=(i.positionX-a.x1)/a.w,l=(i.positionY-a.y1)/a.h;return{x:o.x1+s*o.w,y:o.y1+l*o.h}}return{x:i.positionX,y:i.positionY}})),!0!==e.ready&&(e.ready=!0,r.one("layoutready",n.ready),r.emit({type:"layoutready",layout:this}))};e.exports=c},function(e,t,n){"use strict";var r=n(1),i=n(2),o={fit:!0,padding:30,boundingBox:void 0,avoidOverlap:!0,avoidOverlapPadding:10,nodeDimensionsIncludeLabels:!1,spacingFactor:void 0,condense:!1,rows:void 0,cols:void 0,position:function(e){},sort:void 0,animate:!1,animationDuration:500,animationEasing:void 0,animateFilter:function(e,t){return!0},ready:void 0,stop:void 0,transform:function(e,t){return t}};function a(e){this.options=r.extend({},o,e)}a.prototype.run=function(){var e=this.options,t=e,n=e.cy,r=t.eles.nodes().not(":parent");t.sort&&(r=r.sort(t.sort));var o=i.makeBoundingBox(t.boundingBox?t.boundingBox:{x1:0,y1:0,w:n.width(),h:n.height()});if(0===o.h||0===o.w)r.layoutPositions(this,t,(function(e){return{x:o.x1,y:o.y1}}));else{var a=r.size(),s=Math.sqrt(a*o.h/o.w),l=Math.round(s),c=Math.round(o.w/o.h*s),u=function(e){if(null==e)return Math.min(l,c);Math.min(l,c)==l?l=e:c=e},d=function(e){if(null==e)return Math.max(l,c);Math.max(l,c)==l?l=e:c=e},p=t.rows,f=null!=t.cols?t.cols:t.columns;if(null!=p&&null!=f)l=p,c=f;else if(null!=p&&null==f)l=p,c=Math.ceil(a/l);else if(null==p&&null!=f)c=f,l=Math.ceil(a/c);else if(c*l>a){var h=u(),g=d();(h-1)*g>=a?u(h-1):(g-1)*h>=a&&d(g-1)}else for(;c*l<a;){var m=u(),v=d();(v+1)*m>=a?d(v+1):u(m+1)}var b=o.w/c,y=o.h/l;if(t.condense&&(b=0,y=0),t.avoidOverlap)for(var x=0;x<r.length;x++){var w=r[x],k=w._private.position;null!=k.x&&null!=k.y||(k.x=0,k.y=0);var A=w.layoutDimensions(t),E=t.avoidOverlapPadding,S=A.w+E,$=A.h+E;b=Math.max(b,S),y=Math.max(y,$)}for(var C={},_=function(e,t){return!!C["c-"+e+"-"+t]},O=function(e,t){C["c-"+e+"-"+t]=!0},T=0,j=0,P=function(){++j>=c&&(j=0,T++)},D={},R=0;R<r.length;R++){var I=r[R],N=t.position(I);if(N&&(void 0!==N.row||void 0!==N.col)){var M={row:N.row,col:N.col};if(void 0===M.col)for(M.col=0;_(M.row,M.col);)M.col++;else if(void 0===M.row)for(M.row=0;_(M.row,M.col);)M.row++;D[I.id()]=M,O(M.row,M.col)}}r.layoutPositions(this,t,(function(e,t){var n=void 0,r=void 0;if(e.locked()||e.isParent())return!1;var i=D[e.id()];if(i)n=i.col*b+b/2+o.x1,r=i.row*y+y/2+o.y1;else{for(;_(T,j);)P();n=j*b+b/2+o.x1,r=T*y+y/2+o.y1,O(T,j),P()}return{x:n,y:r}}))}return this},e.exports=a},function(e,t,n){"use strict";var r=n(1),i={ready:function(){},stop:function(){}};function o(e){this.options=r.extend({},i,e)}o.prototype.run=function(){var e=this.options,t=e.eles;return 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k=Ht;Ht=Gt,Gt=k}Wt=Ht.position(),Yt=Gt.position(),Xt=Ht.outerWidth(),Qt=Ht.outerHeight(),Zt=Gt.outerWidth(),Jt=Gt.outerHeight(),n=l.nodeShapes[this.getNodeShape(Ht)],o=l.nodeShapes[this.getNodeShape(Gt)],s=!1;var A={north:0,west:0,south:0,east:0,northwest:0,southwest:0,northeast:0,southeast:0},E=Wt.x,S=Wt.y,$=Xt,C=Qt,_=Yt.x,O=Yt.y,T=Zt,j=Jt,P=w.length;for(f=0;f<w.length;f++){var D,R,I=(Vt=(Bt=w[f])._private.rscratch).lastEdgeIndex,N=f,M=Vt.lastNumEdges,z=(g="unbundled-bezier"===(D=Bt.pstyle("curve-style").value)||"segments"===D,Ht.id()!==Bt.source().id()),L=Bt.pstyle("control-point-distances"),B=Bt.pstyle("loop-direction").pfValue,F=Bt.pstyle("loop-sweep").pfValue,q=Bt.pstyle("control-point-weights"),V=L&&q?Math.min(L.value.length,q.value.length):1,U=Bt.pstyle("control-point-step-size").pfValue,H=L?L.pfValue[0]:void 0,G=q.value[0],W=Bt.pstyle("edge-distances").value,Y=Bt.pstyle("segment-weights"),X=Bt.pstyle("segment-distances"),Z=Math.min(Y.pfValue.length,X.pfValue.length),Q=Bt.pstyle("source-endpoint").value,J=Bt.pstyle("target-endpoint").value,K=Bt.pstyle("source-arrow-shape").value,ee=Bt.pstyle("target-arrow-shape").value,te=Bt.pstyle("arrow-scale").value,ne=Bt.pstyle("width").pfValue,re=Vt.lastSrcCtlPtX,ie=Vt.lastSrcCtlPtY,oe=Vt.lastSrcCtlPtW,ae=Vt.lastSrcCtlPtH,se=Vt.lastTgtCtlPtX,le=Vt.lastTgtCtlPtY,ce=Vt.lastTgtCtlPtW,ue=Vt.lastTgtCtlPtH,de=Vt.lastCurveStyle,pe=D,fe=Vt.lastCtrlptDists,he=L?L.strValue:null,ge=Vt.lastCtrlptWs,me=q.strValue,ve=Vt.lastSegmentWs,be=Y.strValue,ye=Vt.lastSegmentDs,xe=X.strValue,we=Vt.lastStepSize,ke=U,Ae=Vt.lastLoopDir,Ee=B,Se=Vt.lastLoopSwp,$e=F,Ce=Vt.lastEdgeDistances,_e=W,Oe=Vt.lastSrcEndpt,Te=Q,je=Vt.lastTgtEndpt,Pe=J,De=Vt.lastSrcArr,Re=K,Ie=Vt.lastTgtArr,Ne=ee,Me=Vt.lastLineW,ze=ne,Le=Vt.lastArrScl,Be=te;if(Vt.badBezier=!!s,re===E&&ie===S&&oe===$&&ae===C&&se===_&&le===O&&ce===T&&ue===j&&de===pe&&fe===he&&ge===me&&ve===be&&ye===xe&&we===ke&&Ae===Ee&&Se===$e&&Ce===_e&&Oe===Te&&je===Pe&&De===Re&&Ie===Ne&&Me===ze&&Le===Be&&(I===N&&M===P||g)?R=!0:(R=!1,Vt.lastSrcCtlPtX=E,Vt.lastSrcCtlPtY=S,Vt.lastSrcCtlPtW=$,Vt.lastSrcCtlPtH=C,Vt.lastTgtCtlPtX=_,Vt.lastTgtCtlPtY=O,Vt.lastTgtCtlPtW=T,Vt.lastTgtCtlPtH=j,Vt.lastEdgeIndex=N,Vt.lastNumEdges=P,Vt.lastCurveStyle=pe,Vt.lastCtrlptDists=he,Vt.lastCtrlptWs=me,Vt.lastSegmentDs=xe,Vt.lastSegmentWs=be,Vt.lastStepSize=ke,Vt.lastLoopDir=Ee,Vt.lastLoopSwp=$e,Vt.lastEdgeDistances=_e,Vt.lastSrcEndpt=Te,Vt.lastTgtEndpt=Pe,Vt.lastSrcArr=Re,Vt.lastTgtArr=Ne,Vt.lastLineW=ze,Vt.lastArrScl=Be),!R){if(!w.calculatedIntersection&&Ht!==Gt&&(w.hasBezier||w.hasUnbundled)){w.calculatedIntersection=!0;var Fe=n.intersectLine(Wt.x,Wt.y,Xt,Qt,Yt.x,Yt.y,0);w.srcIntn=Fe;var qe=o.intersectLine(Yt.x,Yt.y,Zt,Jt,Wt.x,Wt.y,0);w.tgtIntn=qe;var Ve={x1:Fe[0],x2:qe[0],y1:Fe[1],y2:qe[1]},Ue={x1:Wt.x,x2:Yt.x,y1:Wt.y,y2:Yt.y},He=qe[1]-Fe[1],Ge=qe[0]-Fe[0],We=Math.sqrt(Ge*Ge+He*He),Ye={x:Ge,y:He},Xe={x:Ye.x/We,y:Ye.y/We};a={x:-Xe.y,y:Xe.x},o.checkPoint(Fe[0],Fe[1],0,Zt,Jt,Yt.x,Yt.y)&&n.checkPoint(qe[0],qe[1],0,Xt,Qt,Wt.x,Wt.y)&&(a={},s=!0)}if(z?(Vt.srcIntn=w.tgtIntn,Vt.tgtIntn=w.srcIntn):(Vt.srcIntn=w.srcIntn,Vt.tgtIntn=w.tgtIntn),Ht===Gt){Vt.edgeType="self";var Ze=f,Qe=U;g&&(Ze=0,Qe=H);var Je=B-Math.PI/2,Ke=Je-F/2,et=Je+F/2,tt=String(B+"_"+F);Ze=void 0===A[tt]?A[tt]=0:++A[tt],Vt.ctrlpts=[Wt.x+1.4*Math.cos(Ke)*Qe*(Ze/3+1),Wt.y+1.4*Math.sin(Ke)*Qe*(Ze/3+1),Wt.x+1.4*Math.cos(et)*Qe*(Ze/3+1),Wt.y+1.4*Math.sin(et)*Qe*(Ze/3+1)]}else if(c&&(Ht.isParent()||Ht.isChild()||Gt.isParent()||Gt.isChild())&&(Ht.parents().anySame(Gt)||Gt.parents().anySame(Ht))){Vt.edgeType="compound",Vt.badBezier=!1,Ze=f,Qe=U,g&&(Ze=0,Qe=H);var nt={x:Wt.x-Xt/2,y:Wt.y-Qt/2},rt={x:Yt.x-Zt/2,y:Yt.y-Jt/2},it={x:Math.min(nt.x,rt.x),y:Math.min(nt.y,rt.y)},ot=Math.max(.5,Math.log(.01*Xt)),at=Math.max(.5,Math.log(.01*Zt));Vt.ctrlpts=[it.x,it.y-(1+Math.pow(50,1.12)/100)*Qe*(Ze/3+1)*ot,it.x-(1+Math.pow(50,1.12)/100)*Qe*(Ze/3+1)*at,it.y]}else if("segments"===D){Vt.edgeType="segments",Vt.segpts=[];for(var st=0;st<Z;st++){var lt=Y.pfValue[st],ct=X.pfValue[st],ut=1-lt,dt=lt,pt={x:(bt="node-position"===W?Ue:Ve).x1*ut+bt.x2*dt,y:bt.y1*ut+bt.y2*dt};Vt.segpts.push(pt.x+a.x*ct,pt.y+a.y*ct)}}else if(w.length%2!=1||f!==Math.floor(w.length/2)||g){var ft=g;Vt.edgeType=ft?"multibezier":"bezier",Vt.ctrlpts=[];for(var ht=0;ht<V;ht++){var gt,mt=(.5-w.length/2+f)*U,vt=r.signum(mt);ft&&(H=L?L.pfValue[ht]:U,G=q.value[ht]);var bt,yt=void 0!==(gt=g?H:void 0!==H?vt*H:void 0)?gt:mt;ut=1-G,dt=G,z&&(k=ut,ut=dt,dt=k),pt={x:(bt="node-position"===W?Ue:Ve).x1*ut+bt.x2*dt,y:bt.y1*ut+bt.y2*dt},Vt.ctrlpts.push(pt.x+a.x*yt,pt.y+a.y*yt)}}else Vt.edgeType="straight";this.findEndpoints(Bt);var xt=!i.number(Vt.startX)||!i.number(Vt.startY),wt=!i.number(Vt.arrowStartX)||!i.number(Vt.arrowStartY),kt=!i.number(Vt.endX)||!i.number(Vt.endY),At=!i.number(Vt.arrowEndX)||!i.number(Vt.arrowEndY),Et=this.getArrowWidth(Bt.pstyle("width").pfValue,Bt.pstyle("arrow-scale").value)*this.arrowShapeWidth*3;if("bezier"===Vt.edgeType){var St=r.dist({x:Vt.ctrlpts[0],y:Vt.ctrlpts[1]},{x:Vt.startX,y:Vt.startY}),$t=St<Et,Ct=r.dist({x:Vt.ctrlpts[0],y:Vt.ctrlpts[1]},{x:Vt.endX,y:Vt.endY}),_t=Ct<Et,Ot=!1;if(xt||wt||$t){Ot=!0;var Tt={x:Vt.ctrlpts[0]-Wt.x,y:Vt.ctrlpts[1]-Wt.y},jt=Math.sqrt(Tt.x*Tt.x+Tt.y*Tt.y),Pt={x:Tt.x/jt,y:Tt.y/jt},Dt=Math.max(Xt,Qt),Rt={x:Vt.ctrlpts[0]+2*Pt.x*Dt,y:Vt.ctrlpts[1]+2*Pt.y*Dt},It=n.intersectLine(Wt.x,Wt.y,Xt,Qt,Rt.x,Rt.y,0);$t?(Vt.ctrlpts[0]=Vt.ctrlpts[0]+Pt.x*(Et-St),Vt.ctrlpts[1]=Vt.ctrlpts[1]+Pt.y*(Et-St)):(Vt.ctrlpts[0]=It[0]+Pt.x*Et,Vt.ctrlpts[1]=It[1]+Pt.y*Et)}if(kt||At||_t){Ot=!0,Tt={x:Vt.ctrlpts[0]-Yt.x,y:Vt.ctrlpts[1]-Yt.y},jt=Math.sqrt(Tt.x*Tt.x+Tt.y*Tt.y),Pt={x:Tt.x/jt,y:Tt.y/jt},Dt=Math.max(Xt,Qt),Rt={x:Vt.ctrlpts[0]+2*Pt.x*Dt,y:Vt.ctrlpts[1]+2*Pt.y*Dt};var Nt=o.intersectLine(Yt.x,Yt.y,Zt,Jt,Rt.x,Rt.y,0);_t?(Vt.ctrlpts[0]=Vt.ctrlpts[0]+Pt.x*(Et-Ct),Vt.ctrlpts[1]=Vt.ctrlpts[1]+Pt.y*(Et-Ct)):(Vt.ctrlpts[0]=Nt[0]+Pt.x*Et,Vt.ctrlpts[1]=Nt[1]+Pt.y*Et)}Ot&&this.findEndpoints(Bt)}if("multibezier"===Vt.edgeType||"bezier"===Vt.edgeType||"self"===Vt.edgeType||"compound"===Vt.edgeType){for(Vt.allpts=[],Vt.allpts.push(Vt.startX,Vt.startY),ht=0;ht+1<Vt.ctrlpts.length;ht+=2)Vt.allpts.push(Vt.ctrlpts[ht],Vt.ctrlpts[ht+1]),ht+3<Vt.ctrlpts.length&&Vt.allpts.push((Vt.ctrlpts[ht]+Vt.ctrlpts[ht+2])/2,(Vt.ctrlpts[ht+1]+Vt.ctrlpts[ht+3])/2);var Mt;Vt.allpts.push(Vt.endX,Vt.endY),Vt.ctrlpts.length/2%2==0?(Mt=Vt.allpts.length/2-1,Vt.midX=Vt.allpts[Mt],Vt.midY=Vt.allpts[Mt+1]):(Mt=Vt.allpts.length/2-3,Vt.midX=r.qbezierAt(Vt.allpts[Mt],Vt.allpts[Mt+2],Vt.allpts[Mt+4],.5),Vt.midY=r.qbezierAt(Vt.allpts[Mt+1],Vt.allpts[Mt+3],Vt.allpts[Mt+5],.5))}else if("straight"===Vt.edgeType)Vt.allpts=[Vt.startX,Vt.startY,Vt.endX,Vt.endY],Vt.midX=(Vt.startX+Vt.endX+Vt.arrowStartX+Vt.arrowEndX)/4,Vt.midY=(Vt.startY+Vt.endY+Vt.arrowStartY+Vt.arrowEndY)/4;else if("segments"===Vt.edgeType)if(Vt.allpts=[],Vt.allpts.push(Vt.startX,Vt.startY),Vt.allpts.push.apply(Vt.allpts,Vt.segpts),Vt.allpts.push(Vt.endX,Vt.endY),Vt.segpts.length%4==0){var zt=Vt.segpts.length/2,Lt=zt-2;Vt.midX=(Vt.segpts[Lt]+Vt.segpts[zt])/2,Vt.midY=(Vt.segpts[Lt+1]+Vt.segpts[zt+1])/2}else Lt=Vt.segpts.length/2-1,Vt.midX=Vt.segpts[Lt],Vt.midY=Vt.segpts[Lt+1];this.storeEdgeProjections(Bt),this.calculateArrowAngles(Bt)}this.recalculateEdgeLabelProjections(Bt),this.calculateLabelAngles(Bt)}}for(f=0;f<p.length;f++){var Bt,Ft,qt=(Ft=(Bt=p[f])._private).rscratch,Vt=qt;if(!qt.haystack){var Ut=2*Math.random()*Math.PI;qt.source={x:Math.cos(Ut),y:Math.sin(Ut)},Ut=2*Math.random()*Math.PI,qt.target={x:Math.cos(Ut),y:Math.sin(Ut)}}var Ht=Ft.source,Gt=Ft.target,Wt=Ht.position(),Yt=Gt.position(),Xt=Ht.width(),Zt=Gt.width(),Qt=Ht.height(),Jt=Gt.height(),Kt=(Dt=Bt.pstyle("haystack-radius").value)/2;Vt.haystackPts=Vt.allpts=[Vt.source.x*Xt*Kt+Wt.x,Vt.source.y*Qt*Kt+Wt.y,Vt.target.x*Zt*Kt+Yt.x,Vt.target.y*Jt*Kt+Yt.y],Vt.midX=(Vt.allpts[0]+Vt.allpts[2])/2,Vt.midY=(Vt.allpts[1]+Vt.allpts[3])/2,qt.edgeType=qt.lastCurveStyle="haystack",qt.haystack=!0,this.storeEdgeProjections(Bt),this.calculateArrowAngles(Bt),this.recalculateEdgeLabelProjections(Bt),this.calculateLabelAngles(Bt)}}},o.getSegmentPoints=function(e){var t=e[0]._private.rscratch;if("segments"===t.edgeType)return a(t.segpts)},o.getControlPoints=function(e){var t=e[0]._private.rscratch,n=t.edgeType;if("bezier"===n||"multibezier"===n||"self"===n||"compound"===n)return a(t.ctrlpts)},o.getEdgeMidpoint=function(e){var t=e[0]._private.rscratch;return{x:t.midX,y:t.midY}},e.exports=o},function(e,t,n){"use strict";var r=n(2),i=n(0),o={manualEndptToPx:function(e,t){var n=e.position(),r=e.outerWidth(),i=e.outerHeight();if(2===t.value.length){var o=[t.pfValue[0],t.pfValue[1]];return"%"===t.units[0]&&(o[0]=o[0]*r),"%"===t.units[1]&&(o[1]=o[1]*i),o[0]+=n.x,o[1]+=n.y,o}var a=t.pfValue[0];a=-Math.PI/2+a;var s=2*Math.max(r,i),l=[n.x+Math.cos(a)*s,n.y+Math.sin(a)*s];return this.nodeShapes[this.getNodeShape(e)].intersectLine(n.x,n.y,r,i,l[0],l[1],0)},findEndpoints:function(e){var t=this,n=void 0,o=e.source()[0],a=e.target()[0],s=o.position(),l=a.position(),c=e.pstyle("target-arrow-shape").value,u=e.pstyle("source-arrow-shape").value,d=e.pstyle("target-distance-from-node").pfValue,p=e.pstyle("source-distance-from-node").pfValue,f=e._private.rscratch,h=f.edgeType,g="self"===h||"compound"===h,m="bezier"===h||"multibezier"===h||g,v="bezier"!==h,b="straight"===h||"segments"===h,y="segments"===h,x=m||v||b,w=e.pstyle("source-endpoint"),k=g?"outside-to-node":w.value,A=e.pstyle("target-endpoint"),E=g?"outside-to-node":A.value;f.srcManEndpt=w,f.tgtManEndpt=A;var S=void 0,$=void 0,C=void 0,_=void 0;if(m){var O=[f.ctrlpts[0],f.ctrlpts[1]];S=v?[f.ctrlpts[f.ctrlpts.length-2],f.ctrlpts[f.ctrlpts.length-1]]:O,$=O}else if(b){var T=y?f.segpts.slice(0,2):[l.x,l.y];S=y?f.segpts.slice(f.segpts.length-2):[s.x,s.y],$=T}"inside-to-node"===E?n=[l.x,l.y]:A.units?n=this.manualEndptToPx(a,A):"outside-to-line"===E?n=f.tgtIntn:("outside-to-node"===E?C=S:"outside-to-line"===E&&(C=[s.x,s.y]),n=t.nodeShapes[this.getNodeShape(a)].intersectLine(l.x,l.y,a.outerWidth(),a.outerHeight(),C[0],C[1],0));var j=r.shortenIntersection(n,S,t.arrowShapes[c].spacing(e)+d),P=r.shortenIntersection(n,S,t.arrowShapes[c].gap(e)+d);e.hasClass("horizontal")?(f.endX=n[0]-d,f.endY=n[1],f.arrowEndX=n[0]-d/2,f.arrowEndY=n[1]):e.hasClass("vertical")?(f.endX=n[0],f.endY=n[1]-d,f.arrowEndX=n[0],f.arrowEndY=n[1]-d/2):(f.endX=P[0],f.endY=P[1],f.arrowEndX=j[0],f.arrowEndY=j[1]),"inside-to-node"===k?n=[s.x,s.y]:w.units?n=this.manualEndptToPx(o,w):"outside-to-line"===k?n=f.srcIntn:("outside-to-node"===k?_=$:"outside-to-line"===k&&(_=[l.x,l.y]),n=t.nodeShapes[this.getNodeShape(o)].intersectLine(s.x,s.y,o.outerWidth(),o.outerHeight(),_[0],_[1],0));var D=r.shortenIntersection(n,$,t.arrowShapes[u].spacing(e)+p),R=r.shortenIntersection(n,$,t.arrowShapes[u].gap(e)+p);f.startX=R[0],f.startY=R[1],f.arrowStartX=D[0],f.arrowStartY=D[1],x&&(i.number(f.startX)&&i.number(f.startY)&&i.number(f.endX)&&i.number(f.endY)?f.badLine=!1:f.badLine=!0)},getSourceEndpoint:function(e){var t=e[0]._private.rscratch;switch(t.edgeType){case"haystack":return{x:t.haystackPts[0],y:t.haystackPts[1]};default:return{x:t.arrowStartX,y:t.arrowStartY}}},getTargetEndpoint:function(e){var t=e[0]._private.rscratch;switch(t.edgeType){case"haystack":return{x:t.haystackPts[2],y:t.haystackPts[3]};default:return{x:t.arrowEndX,y:t.arrowEndY}}}};e.exports=o},function(e,t,n){"use strict";var r=n(2),i={};function o(e,t,n){for(var i=function(e,t,n,i){return r.qbezierAt(e,t,n,i)},o=t._private.rstyle.bezierPts,a=0;a<e.bezierProjPcts.length;a++){var s=e.bezierProjPcts[a];o.push({x:i(n[0],n[2],n[4],s),y:i(n[1],n[3],n[5],s)})}}i.storeEdgeProjections=function(e){var t=e._private,n=t.rscratch,r=n.edgeType;if(t.rstyle.bezierPts=null,t.rstyle.linePts=null,t.rstyle.haystackPts=null,"multibezier"===r||"bezier"===r||"self"===r||"compound"===r){t.rstyle.bezierPts=[];for(var i=0;i+5<n.allpts.length;i+=4)o(this,e,n.allpts.slice(i,i+6))}else if("segments"===r){var a=t.rstyle.linePts=[];for(i=0;i+1<n.allpts.length;i+=2)a.push({x:n.allpts[i],y:n.allpts[i+1]})}else if("haystack"===r){var s=n.haystackPts;t.rstyle.haystackPts=[{x:s[0],y:s[1]},{x:s[2],y:s[3]}]}t.rstyle.arrowWidth=this.getArrowWidth(e.pstyle("width").pfValue,e.pstyle("arrow-scale").value)*this.arrowShapeWidth},i.recalculateEdgeProjections=function(e){this.findEdgeControlPoints(e)},e.exports=i},function(e,t,n){"use strict";var r=n(2),i=n(0),o=n(1),a={recalculateNodeLabelProjection:function(e){var t=e.pstyle("label").strValue;if(!i.emptyString(t)){var n,r,o=e._private,a=e.width(),s=e.height(),l=e.padding(),c=e.position(),u=e.pstyle("text-halign").strValue,d=e.pstyle("text-valign").strValue,p=o.rscratch,f=o.rstyle;switch(u){case"left":n=c.x-a/2-l;break;case"right":n=c.x+a/2+l;break;default:n=c.x}switch(d){case"top":r=c.y-s/2-l;break;case"bottom":r=c.y+s/2+l;break;default:r=c.y}p.labelX=n,p.labelY=r,f.labelX=n,f.labelY=r,this.applyLabelDimensions(e)}},recalculateEdgeLabelProjections:function(e){var t,n=e._private,i=n.rscratch,a=this,s={mid:e.pstyle("label").strValue,source:e.pstyle("source-label").strValue,target:e.pstyle("target-label").strValue};if(s.mid||s.source||s.target){t={x:i.midX,y:i.midY};var l=function(e,t,r){o.setPrefixedProperty(n.rscratch,e,t,r),o.setPrefixedProperty(n.rstyle,e,t,r)};l("labelX",null,t.x),l("labelY",null,t.y);var c=function(o){var c,u="source"===o;if(s[o]){var d=e.pstyle(o+"-text-offset").pfValue,p=function(e,t){var n=t.x-e.x,r=t.y-e.y;return Math.atan(r/n)};switch(i.edgeType){case"self":case"compound":case"bezier":case"multibezier":for(var f,h=function e(){if(e.cache)return e.cache;for(var t=[],o=0;o+5<i.allpts.length;o+=4){var s={x:i.allpts[o],y:i.allpts[o+1]},l={x:i.allpts[o+2],y:i.allpts[o+3]},c={x:i.allpts[o+4],y:i.allpts[o+5]};t.push({p0:s,p1:l,p2:c,startDist:0,length:0,segments:[]})}var u=n.rstyle.bezierPts,d=a.bezierProjPcts.length;function p(e,t,n,i,o){var a=r.dist(t,n),s=e.segments[e.segments.length-1],l={p0:t,p1:n,t0:i,t1:o,startDist:s?s.startDist+s.length:0,length:a};e.segments.push(l),e.length+=a}for(o=0;o<t.length;o++){var f=t[o],h=t[o-1];h&&(f.startDist=h.startDist+h.length),p(f,f.p0,u[o*d],0,a.bezierProjPcts[0]);for(var g=0;g<d-1;g++)p(f,u[o*d+g],u[o*d+g+1],a.bezierProjPcts[g],a.bezierProjPcts[g+1]);p(f,u[o*d+d-1],f.p2,a.bezierProjPcts[d-1],1)}return e.cache=t}(),g=0,m=0,v=0;v<h.length;v++){for(var b=h[u?v:h.length-1-v],y=0;y<b.segments.length;y++){var x=b.segments[u?y:b.segments.length-1-y],w=v===h.length-1&&y===b.segments.length-1;if(g=m,(m+=x.length)>=d||w){f={cp:b,segment:x};break}}if(f)break}b=f.cp;var k=(d-g)/(x=f.segment).length,A=x.t1-x.t0,E=u?x.t0+A*k:x.t1-A*k;E=r.bound(0,E,1),t=r.qbezierPtAt(b.p0,b.p1,b.p2,E),c=function(e,t,n,i){var o=r.bound(0,i-.001,1),a=r.bound(0,i+.001,1),s=r.qbezierPtAt(e,t,n,o),l=r.qbezierPtAt(e,t,n,a);return p(s,l)}(b.p0,b.p1,b.p2,E);break;case"straight":case"segments":case"haystack":var 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t=e.hoverData.dragDelta=e.hoverData.dragDelta||[];0===t.length?(t.push(w[0]),t.push(w[1])):(t[0]+=w[0],t[1]+=w[1])}();s=!0}else b&&(e.hoverData.dragging||!l.boxSelectionEnabled()||!C&&l.panningEnabled()&&l.userPanningEnabled()?!e.hoverData.selecting&&l.panningEnabled()&&l.userPanningEnabled()&&a(x,e.hoverData.downs)&&(e.hoverData.dragging=!0,e.hoverData.justStartedPan=!0,m[4]=0,e.data.bgActivePosistion=o.array2point(h),e.redrawHint("select",!0),e.redraw()):_(),x&&x.isEdge()&&x.active()&&x.unactivate());return m[2]=f[0],m[3]=f[1],s?(i.stopPropagation&&i.stopPropagation(),i.preventDefault&&i.preventDefault(),!1):void 0}}),!1),e.registerBinding(window,"mouseup",(function(r){if(e.hoverData.capture){e.hoverData.capture=!1;var i=e.cy,o=e.projectIntoViewport(r.clientX,r.clientY),a=e.selection,s=e.findNearestElement(o[0],o[1],!0,!1),l=e.dragData.possibleDragElements,c=e.hoverData.down,u=n(r);if(e.data.bgActivePosistion&&(e.redrawHint("select",!0),e.redraw()),e.hoverData.tapholdCancelled=!0,e.data.bgActivePosistion=void 0,c&&c.unactivate(),3===e.hoverData.which){var d={originalEvent:r,type:"cxttapend",position:{x:o[0],y:o[1]}};if(c?c.emit(d):i.emit(d),!e.hoverData.cxtDragged){var f={originalEvent:r,type:"cxttap",position:{x:o[0],y:o[1]}};c?c.emit(f):i.emit(f)}e.hoverData.cxtDragged=!1,e.hoverData.which=null}else if(1===e.hoverData.which){if(null!=c||e.dragData.didDrag||e.hoverData.selecting||e.hoverData.dragged||n(r)||(i.$((function(e){return e.selected()})).unselect(),l.length>0&&e.redrawHint("eles",!0),e.dragData.possibleDragElements=l=[]),t(s,["mouseup","tapend","vmouseup"],r,{position:{x:o[0],y:o[1]}}),e.dragData.didDrag||e.hoverData.dragged||e.hoverData.selecting||e.hoverData.isOverThresholdDrag||t(c,["click","tap","vclick"],r,{position:{x:o[0],y:o[1]}}),s!=c||e.dragData.didDrag||e.hoverData.selecting||null!=s&&s._private.selectable&&(e.hoverData.dragging||("additive"===i.selectionType()||u?s.selected()?s.unselect():s.select():u||(i.$(":selected").unmerge(s).unselect(),s.select())),e.redrawHint("eles",!0)),e.hoverData.selecting){var h=i.collection(e.getAllInBox(a[0],a[1],a[2],a[3]));e.redrawHint("select",!0),h.length>0&&e.redrawHint("eles",!0),i.emit("boxend");var g=function(e){return e.selectable()&&!e.selected()};"additive"===i.selectionType()||u||i.$(":selected").unmerge(h).unselect(),h.emit("box").stdFilter(g).select().emit("boxselect"),e.redraw()}if(e.hoverData.dragging&&(e.hoverData.dragging=!1,e.redrawHint("select",!0),e.redrawHint("eles",!0),e.redraw()),!a[4]){e.redrawHint("drag",!0),e.redrawHint("eles",!0);var m=c&&c.grabbed();p(l),m&&c.emit("free")}}a[4]=0,e.hoverData.down=null,e.hoverData.cxtStarted=!1,e.hoverData.draggingEles=!1,e.hoverData.selecting=!1,e.hoverData.isOverThresholdDrag=!1,e.dragData.didDrag=!1,e.hoverData.dragged=!1,e.hoverData.dragDelta=[],e.hoverData.mdownPos=null,e.hoverData.mdownGPos=null}}),!1),e.registerBinding(e.container,"wheel",(function(t){if(!e.scrollingPage){var n,r=e.cy,i=e.projectIntoViewport(t.clientX,t.clientY),o=[i[0]*r.zoom()+r.pan().x,i[1]*r.zoom()+r.pan().y];e.hoverData.draggingEles||e.hoverData.dragging||e.hoverData.cxtStarted||0!==e.selection[4]?t.preventDefault():r.panningEnabled()&&r.userPanningEnabled()&&r.zoomingEnabled()&&r.userZoomingEnabled()&&(t.preventDefault(),e.data.wheelZooming=!0,clearTimeout(e.data.wheelTimeout),e.data.wheelTimeout=setTimeout((function(){e.data.wheelZooming=!1,e.redrawHint("eles",!0),e.redraw()}),150),n=null!=t.deltaY?t.deltaY/-250:null!=t.wheelDeltaY?t.wheelDeltaY/1e3:t.wheelDelta/1e3,n*=e.wheelSensitivity,1===t.deltaMode&&(n*=33),r.zoom({level:r.zoom()*Math.pow(10,n),renderedPosition:{x:o[0],y:o[1]}}))}}),!0),e.registerBinding(window,"scroll",(function(t){e.scrollingPage=!0,clearTimeout(e.scrollingPageTimeout),e.scrollingPageTimeout=setTimeout((function(){e.scrollingPage=!1}),250)}),!0),e.registerBinding(e.container,"mouseout",(function(t){var n=e.projectIntoViewport(t.clientX,t.clientY);e.cy.emit({originalEvent:t,type:"mouseout",position:{x:n[0],y:n[1]}})}),!1),e.registerBinding(e.container,"mouseover",(function(t){var n=e.projectIntoViewport(t.clientX,t.clientY);e.cy.emit({originalEvent:t,type:"mouseover",position:{x:n[0],y:n[1]}})}),!1);var j,P,D,R,I=function(e,t,n,r){return Math.sqrt((n-e)*(n-e)+(r-t)*(r-t))},N=function(e,t,n,r){return(n-e)*(n-e)+(r-t)*(r-t)};if(e.registerBinding(e.container,"touchstart",j=function(n){if(T(n)){e.touchData.capture=!0,e.data.bgActivePosistion=void 0;var r=e.cy,i=e.touchData.now,o=e.touchData.earlier;if(n.touches[0]){var a=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY);i[0]=a[0],i[1]=a[1]}if(n.touches[1]&&(a=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),i[2]=a[0],i[3]=a[1]),n.touches[2]&&(a=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),i[4]=a[0],i[5]=a[1]),n.touches[1]){p(e.dragData.touchDragEles);var s=e.findContainerClientCoords();S=s[0],$=s[1],C=s[2],_=s[3],v=n.touches[0].clientX-S,b=n.touches[0].clientY-$,y=n.touches[1].clientX-S,x=n.touches[1].clientY-$,O=0<=v&&v<=C&&0<=y&&y<=C&&0<=b&&b<=_&&0<=x&&x<=_;var c=r.pan(),f=r.zoom();if(w=I(v,b,y,x),k=N(v,b,y,x),E=[((A=[(v+y)/2,(b+x)/2])[0]-c.x)/f,(A[1]-c.y)/f],k<4e4&&!n.touches[2]){var h=e.findNearestElement(i[0],i[1],!0,!0),g=e.findNearestElement(i[2],i[3],!0,!0);return h&&h.isNode()?(h.activate().emit({originalEvent:n,type:"cxttapstart",position:{x:i[0],y:i[1]}}),e.touchData.start=h):g&&g.isNode()?(g.activate().emit({originalEvent:n,type:"cxttapstart",position:{x:i[0],y:i[1]}}),e.touchData.start=g):r.emit({originalEvent:n,type:"cxttapstart",position:{x:i[0],y:i[1]}}),e.touchData.start&&(e.touchData.start._private.grabbed=!1),e.touchData.cxt=!0,e.touchData.cxtDragged=!1,e.data.bgActivePosistion=void 0,void e.redraw()}}if(n.touches[2]);else if(n.touches[1]);else if(n.touches[0]){var m=e.findNearestElements(i[0],i[1],!0,!0),j=m[0];if(null!=j&&(j.activate(),e.touchData.start=j,e.touchData.starts=m,e.nodeIsGrabbable(j))){var P=e.dragData.touchDragEles=[],D=null;e.redrawHint("eles",!0),e.redrawHint("drag",!0),j.selected()?(D=r.$((function(t){return t.selected()&&e.nodeIsGrabbable(t)})),u(D,{addToList:P})):d(j,{addToList:P}),l(j);var R=function(e){return{originalEvent:n,type:e,position:{x:i[0],y:i[1]}}};j.emit(R("grabon")),D?D.forEach((function(e){e.emit(R("grab"))})):j.emit(R("grab"))}t(j,["touchstart","tapstart","vmousedown"],n,{position:{x:i[0],y:i[1]}}),null==j&&(e.data.bgActivePosistion={x:a[0],y:a[1]},e.redrawHint("select",!0),e.redraw()),e.touchData.singleTouchMoved=!1,e.touchData.singleTouchStartTime=+new Date,clearTimeout(e.touchData.tapholdTimeout),e.touchData.tapholdTimeout=setTimeout((function(){!1!==e.touchData.singleTouchMoved||e.pinching||e.touchData.selecting||(t(e.touchData.start,["taphold"],n,{position:{x:i[0],y:i[1]}}),e.touchData.start||r.$(":selected").unselect())}),e.tapholdDuration)}if(n.touches.length>=1){for(var M=e.touchData.startPosition=[],z=0;z<i.length;z++)M[z]=o[z]=i[z];var L=n.touches[0];e.touchData.startGPosition=[L.clientX,L.clientY]}}},!1),e.registerBinding(window,"touchmove",P=function(n){var i=e.touchData.capture;if(i||T(n)){var s=e.selection,l=e.cy,c=e.touchData.now,d=e.touchData.earlier,f=l.zoom();if(n.touches[0]){var h=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY);c[0]=h[0],c[1]=h[1]}n.touches[1]&&(h=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),c[2]=h[0],c[3]=h[1]),n.touches[2]&&(h=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),c[4]=h[0],c[5]=h[1]);var g,m=e.touchData.startGPosition;if(i&&n.touches[0]&&m){for(var A=[],C=0;C<c.length;C++)A[C]=c[C]-d[C];var _=n.touches[0].clientX-m[0],j=_*_,P=n.touches[0].clientY-m[1];g=j+P*P>=e.touchTapThreshold2}if(i&&e.touchData.cxt){n.preventDefault();var D=n.touches[0].clientX-S,R=n.touches[0].clientY-$,M=n.touches[1].clientX-S,z=n.touches[1].clientY-$,L=N(D,R,M,z);if(L/k>=2.25||L>=22500){e.touchData.cxt=!1,e.data.bgActivePosistion=void 0,e.redrawHint("select",!0);var B={originalEvent:n,type:"cxttapend",position:{x:c[0],y:c[1]}};e.touchData.start?(e.touchData.start.unactivate().emit(B),e.touchData.start=null):l.emit(B)}}if(i&&e.touchData.cxt){B={originalEvent:n,type:"cxtdrag",position:{x:c[0],y:c[1]}},e.data.bgActivePosistion=void 0,e.redrawHint("select",!0),e.touchData.start?e.touchData.start.emit(B):l.emit(B),e.touchData.start&&(e.touchData.start._private.grabbed=!1),e.touchData.cxtDragged=!0;var F=e.findNearestElement(c[0],c[1],!0,!0);e.touchData.cxtOver&&F===e.touchData.cxtOver||(e.touchData.cxtOver&&e.touchData.cxtOver.emit({originalEvent:n,type:"cxtdragout",position:{x:c[0],y:c[1]}}),e.touchData.cxtOver=F,F&&F.emit({originalEvent:n,type:"cxtdragover",position:{x:c[0],y:c[1]}}))}else if(i&&n.touches[2]&&l.boxSelectionEnabled())n.preventDefault(),e.data.bgActivePosistion=void 0,this.lastThreeTouch=+new Date,e.touchData.selecting||l.emit("boxstart"),e.touchData.selecting=!0,e.redrawHint("select",!0),s&&0!==s.length&&void 0!==s[0]?(s[2]=(c[0]+c[2]+c[4])/3,s[3]=(c[1]+c[3]+c[5])/3):(s[0]=(c[0]+c[2]+c[4])/3,s[1]=(c[1]+c[3]+c[5])/3,s[2]=(c[0]+c[2]+c[4])/3+1,s[3]=(c[1]+c[3]+c[5])/3+1),s[4]=1,e.touchData.selecting=!0,e.redraw();else if(i&&n.touches[1]&&l.zoomingEnabled()&&l.panningEnabled()&&l.userZoomingEnabled()&&l.userPanningEnabled()){if(n.preventDefault(),e.data.bgActivePosistion=void 0,e.redrawHint("select",!0),ee=e.dragData.touchDragEles){e.redrawHint("drag",!0);for(var q=0;q<ee.length;q++){var V=ee[q]._private;V.grabbed=!1,V.rscratch.inDragLayer=!1}}D=n.touches[0].clientX-S,R=n.touches[0].clientY-$,M=n.touches[1].clientX-S,z=n.touches[1].clientY-$;var U=I(D,R,M,z),H=U/w;if(O){var G=(D-v+(M-y))/2,W=(R-b+(z-x))/2,Y=l.zoom(),X=Y*H,Z=l.pan(),Q=E[0]*Y+Z.x,J=E[1]*Y+Z.y,K={x:-X/Y*(Q-Z.x-G)+Q,y:-X/Y*(J-Z.y-W)+J};if(e.touchData.start&&e.touchData.start.active()){var ee=e.dragData.touchDragEles;p(ee),e.redrawHint("drag",!0),e.redrawHint("eles",!0),e.touchData.start.unactivate().emit("free")}l.viewport({zoom:X,pan:K,cancelOnFailedZoom:!0}),w=U,v=D,b=R,y=M,x=z,e.pinching=!0}n.touches[0]&&(h=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY),c[0]=h[0],c[1]=h[1]),n.touches[1]&&(h=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),c[2]=h[0],c[3]=h[1]),n.touches[2]&&(h=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),c[4]=h[0],c[5]=h[1])}else if(n.touches[0]){var te=e.touchData.start,ne=e.touchData.last;if(e.hoverData.draggingEles||e.swipePanning||(F=e.findNearestElement(c[0],c[1],!0,!0)),i&&null!=te&&n.preventDefault(),i&&null!=te&&e.nodeIsDraggable(te))if(g){ee=e.dragData.touchDragEles;var re=!e.dragData.didDrag;re&&u(l.collection(ee),{inDragLayer:!0});for(var ie=0;ie<ee.length;ie++){var oe=ee[ie];if(e.nodeIsDraggable(oe)&&oe.grabbed()){e.dragData.didDrag=!0;var ae=oe.position();r.number(A[0])&&r.number(A[1])&&(ae.x+=A[0],ae.y+=A[1]),re&&(e.redrawHint("eles",!0),(le=e.touchData.dragDelta)&&r.number(le[0])&&r.number(le[1])&&(ae.x+=le[0],ae.y+=le[1]))}}var se=l.collection(ee);se.dirtyCompoundBoundsCache(),se.emit("position drag"),e.hoverData.draggingEles=!0,e.redrawHint("drag",!0),e.touchData.startPosition[0]==d[0]&&e.touchData.startPosition[1]==d[1]&&e.redrawHint("eles",!0),e.redraw()}else{var le;0===(le=e.touchData.dragDelta=e.touchData.dragDelta||[]).length?(le.push(A[0]),le.push(A[1])):(le[0]+=A[0],le[1]+=A[1])}if(t(te||F,["touchmove","tapdrag","vmousemove"],n,{position:{x:c[0],y:c[1]}}),te&&te.grabbed()||F==ne||(ne&&ne.emit({originalEvent:n,type:"tapdragout",position:{x:c[0],y:c[1]}}),F&&F.emit({originalEvent:n,type:"tapdragover",position:{x:c[0],y:c[1]}})),e.touchData.last=F,i)for(q=0;q<c.length;q++)c[q]&&e.touchData.startPosition[q]&&g&&(e.touchData.singleTouchMoved=!0);i&&(null==te||te.isEdge())&&l.panningEnabled()&&l.userPanningEnabled()&&(a(te,e.touchData.starts)&&(n.preventDefault(),e.swipePanning?l.panBy({x:A[0]*f,y:A[1]*f}):g&&(e.swipePanning=!0,l.panBy({x:_*f,y:P*f}),te&&(te.unactivate(),e.data.bgActivePosistion||(e.data.bgActivePosistion=o.array2point(e.touchData.startPosition)),e.redrawHint("select",!0),e.touchData.start=null))),h=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY),c[0]=h[0],c[1]=h[1])}for(C=0;C<c.length;C++)d[C]=c[C]}},!1),e.registerBinding(window,"touchcancel",D=function(t){var n=e.touchData.start;e.touchData.capture=!1,n&&n.unactivate()}),e.registerBinding(window,"touchend",R=function(n){var r=e.touchData.start;if(e.touchData.capture){e.touchData.capture=!1,n.preventDefault();var i=e.selection;e.swipePanning=!1,e.hoverData.draggingEles=!1;var o,a=e.cy,s=a.zoom(),l=e.touchData.now,c=e.touchData.earlier;if(n.touches[0]){var u=e.projectIntoViewport(n.touches[0].clientX,n.touches[0].clientY);l[0]=u[0],l[1]=u[1]}if(n.touches[1]&&(u=e.projectIntoViewport(n.touches[1].clientX,n.touches[1].clientY),l[2]=u[0],l[3]=u[1]),n.touches[2]&&(u=e.projectIntoViewport(n.touches[2].clientX,n.touches[2].clientY),l[4]=u[0],l[5]=u[1]),r&&r.unactivate(),e.touchData.cxt){if(o={originalEvent:n,type:"cxttapend",position:{x:l[0],y:l[1]}},r?r.emit(o):a.emit(o),!e.touchData.cxtDragged){var d={originalEvent:n,type:"cxttap",position:{x:l[0],y:l[1]}};r?r.emit(d):a.emit(d)}return e.touchData.start&&(e.touchData.start._private.grabbed=!1),e.touchData.cxt=!1,e.touchData.start=null,void e.redraw()}if(!n.touches[2]&&a.boxSelectionEnabled()&&e.touchData.selecting){e.touchData.selecting=!1;var f=a.collection(e.getAllInBox(i[0],i[1],i[2],i[3]));i[0]=void 0,i[1]=void 0,i[2]=void 0,i[3]=void 0,i[4]=0,e.redrawHint("select",!0),a.emit("boxend"),f.emit("box").stdFilter((function(e){return e.selectable()&&!e.selected()})).select().emit("boxselect"),f.nonempty()&&e.redrawHint("eles",!0),e.redraw()}if(null!=r&&r.unactivate(),n.touches[2])e.data.bgActivePosistion=void 0,e.redrawHint("select",!0);else if(n.touches[1]);else if(n.touches[0]);else if(!n.touches[0]){e.data.bgActivePosistion=void 0,e.redrawHint("select",!0);var h=e.dragData.touchDragEles;if(null!=r){var g=r._private.grabbed;p(h),e.redrawHint("drag",!0),e.redrawHint("eles",!0),g&&r.emit("free"),t(r,["touchend","tapend","vmouseup","tapdragout"],n,{position:{x:l[0],y:l[1]}}),r.unactivate(),e.touchData.start=null}else{var m=e.findNearestElement(l[0],l[1],!0,!0);t(m,["touchend","tapend","vmouseup","tapdragout"],n,{position:{x:l[0],y:l[1]}})}var v=e.touchData.startPosition[0]-l[0],b=v*v,y=e.touchData.startPosition[1]-l[1],x=(b+y*y)*s*s;null!=r&&!e.dragData.didDrag&&r._private.selectable&&x<e.touchTapThreshold2&&!e.pinching&&("single"===a.selectionType()?(a.$(":selected").unmerge(r).unselect(),r.select()):r.selected()?r.unselect():r.select(),e.redrawHint("eles",!0)),e.touchData.singleTouchMoved||t(r,["tap","vclick"],n,{position:{x:l[0],y:l[1]}}),e.touchData.singleTouchMoved=!0}for(var w=0;w<l.length;w++)c[w]=l[w];e.dragData.didDrag=!1,0===n.touches.length&&(e.touchData.dragDelta=[],e.touchData.startPosition=null,e.touchData.startGPosition=null),n.touches.length<2&&(e.pinching=!1,e.redrawHint("eles",!0),e.redraw())}},!1),"undefined"==typeof TouchEvent){var M=[],z=function(e){return{clientX:e.clientX,clientY:e.clientY,force:1,identifier:e.pointerId,pageX:e.pageX,pageY:e.pageY,radiusX:e.width/2,radiusY:e.height/2,screenX:e.screenX,screenY:e.screenY,target:e.target}},L=function(e){M.push(function(e){return{event:e,touch:z(e)}}(e))},B=function(e){for(var t=0;t<M.length;t++)if(M[t].event.pointerId===e.pointerId)return void M.splice(t,1)},F=function(e){e.touches=M.map((function(e){return e.touch}))},q=function(e){return"mouse"===e.pointerType||4===e.pointerType};e.registerBinding(e.container,"pointerdown",(function(e){q(e)||(e.preventDefault(),L(e),F(e),j(e))})),e.registerBinding(e.container,"pointerup",(function(e){q(e)||(B(e),F(e),R(e))})),e.registerBinding(e.container,"pointercancel",(function(e){q(e)||(B(e),F(e),D())})),e.registerBinding(e.container,"pointermove",(function(e){q(e)||(e.preventDefault(),function(e){var t=M.filter((function(t){return t.event.pointerId===e.pointerId}))[0];t.event=e,t.touch=z(e)}(e),F(e),P(e))}))}},e.exports=a},function(e,t,n){"use strict";var r=n(2),i={generatePolygon:function(e,t){return this.nodeShapes[e]={renderer:this,name:e,points:t,draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl("polygon",e,t,n,r,i,this.points)},intersectLine:function(e,t,n,i,o,a,s){return r.polygonIntersectLine(o,a,this.points,e,t,n/2,i/2,s)},checkPoint:function(e,t,n,i,o,a,s){return r.pointInsidePolygon(e,t,this.points,a,s,i,o,[0,-1],n)}}},generateEllipse:function(){return this.nodeShapes.ellipse={renderer:this,name:"ellipse",draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){return r.intersectLineEllipse(o,a,e,t,n/2+s,i/2+s)},checkPoint:function(e,t,n,i,o,a,s){return r.checkInEllipse(e,t,i,o,a,s,n)}}},generateRoundRectangle:function(){return this.nodeShapes.roundrectangle={renderer:this,name:"roundrectangle",points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){return r.roundRectangleIntersectLine(o,a,e,t,n,i,s)},checkPoint:function(e,t,n,i,o,a,s){var l=r.getRoundRectangleRadius(i,o),c=2*l;return!!(r.pointInsidePolygon(e,t,this.points,a,s,i,o-c,[0,-1],n)||r.pointInsidePolygon(e,t,this.points,a,s,i-c,o,[0,-1],n)||r.checkInEllipse(e,t,c,c,a-i/2+l,s-o/2+l,n)||r.checkInEllipse(e,t,c,c,a+i/2-l,s-o/2+l,n)||r.checkInEllipse(e,t,c,c,a+i/2-l,s+o/2-l,n)||r.checkInEllipse(e,t,c,c,a-i/2+l,s+o/2-l,n))}}},generateCutRectangle:function(){return this.nodeShapes.cutrectangle={renderer:this,name:"cutrectangle",cornerLength:r.getCutRectangleCornerLength(),points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},generateCutTrianglePts:function(e,t,n,r){var i=this.cornerLength,o=t/2,a=e/2,s=n-a,l=n+a,c=r-o,u=r+o;return{topLeft:[s,c+i,s+i,c,s+i,c+i],topRight:[l-i,c,l,c+i,l-i,c+i],bottomRight:[l,u-i,l-i,u,l-i,u-i],bottomLeft:[s+i,u,s,u-i,s+i,u-i]}},intersectLine:function(e,t,n,i,o,a,s){var l=this.generateCutTrianglePts(n+2*s,i+2*s,e,t),c=[].concat.apply([],[l.topLeft.splice(0,4),l.topRight.splice(0,4),l.bottomRight.splice(0,4),l.bottomLeft.splice(0,4)]);return r.polygonIntersectLine(o,a,c,e,t)},checkPoint:function(e,t,n,i,o,a,s){if(r.pointInsidePolygon(e,t,this.points,a,s,i,o-2*this.cornerLength,[0,-1],n))return!0;if(r.pointInsidePolygon(e,t,this.points,a,s,i-2*this.cornerLength,o,[0,-1],n))return!0;var l=this.generateCutTrianglePts(i,o,a,s);return r.pointInsidePolygonPoints(e,t,l.topLeft)||r.pointInsidePolygonPoints(e,t,l.topRight)||r.pointInsidePolygonPoints(e,t,l.bottomRight)||r.pointInsidePolygonPoints(e,t,l.bottomLeft)}}},generateBarrel:function(){return this.nodeShapes.barrel={renderer:this,name:"barrel",points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){var l=this.generateBarrelBezierPts(n+2*s,i+2*s,e,t),c=function(e){var t=r.qbezierPtAt({x:e[0],y:e[1]},{x:e[2],y:e[3]},{x:e[4],y:e[5]},.15),n=r.qbezierPtAt({x:e[0],y:e[1]},{x:e[2],y:e[3]},{x:e[4],y:e[5]},.5),i=r.qbezierPtAt({x:e[0],y:e[1]},{x:e[2],y:e[3]},{x:e[4],y:e[5]},.85);return[e[0],e[1],t.x,t.y,n.x,n.y,i.x,i.y,e[4],e[5]]},u=[].concat(c(l.topLeft),c(l.topRight),c(l.bottomRight),c(l.bottomLeft));return r.polygonIntersectLine(o,a,u,e,t)},generateBarrelBezierPts:function(e,t,n,i){var o=t/2,a=e/2,s=n-a,l=n+a,c=i-o,u=i+o,d=r.getBarrelCurveConstants(e,t),p=d.heightOffset,f=d.widthOffset,h=d.ctrlPtOffsetPct*e,g={topLeft:[s,c+p,s+h,c,s+f,c],topRight:[l-f,c,l-h,c,l,c+p],bottomRight:[l,u-p,l-h,u,l-f,u],bottomLeft:[s+f,u,s+h,u,s,u-p]};return g.topLeft.isTop=!0,g.topRight.isTop=!0,g.bottomLeft.isBottom=!0,g.bottomRight.isBottom=!0,g},checkPoint:function(e,t,n,i,o,a,s){var l=r.getBarrelCurveConstants(i,o),c=l.heightOffset,u=l.widthOffset;if(r.pointInsidePolygon(e,t,this.points,a,s,i,o-2*c,[0,-1],n))return!0;if(r.pointInsidePolygon(e,t,this.points,a,s,i-2*u,o,[0,-1],n))return!0;for(var d=this.generateBarrelBezierPts(i,o,a,s),p=function(e,t,n){var i=n[4],o=n[2],a=n[0],s=n[5],l=n[1],c=Math.min(i,a),u=Math.max(i,a),d=Math.min(s,l),p=Math.max(s,l);if(c<=e&&e<=u&&d<=t&&t<=p){var f=r.bezierPtsToQuadCoeff(i,o,a),h=r.solveQuadratic(f[0],f[1],f[2],e).filter((function(e){return 0<=e&&e<=1}));if(h.length>0)return h[0]}return null},f=Object.keys(d),h=0;h<f.length;h++){var g=d[f[h]],m=p(e,t,g);if(null!=m){var v=g[5],b=g[3],y=g[1],x=r.qbezierAt(v,b,y,m);if(g.isTop&&x<=t)return!0;if(g.isBottom&&t<=x)return!0}}return!1}}},generateBottomRoundrectangle:function(){return this.nodeShapes.bottomroundrectangle={renderer:this,name:"bottomroundrectangle",points:r.generateUnitNgonPointsFitToSquare(4,0),draw:function(e,t,n,r,i){this.renderer.nodeShapeImpl(this.name,e,t,n,r,i)},intersectLine:function(e,t,n,i,o,a,s){var l=e-(n/2+s),c=t-(i/2+s),u=c,d=e+(n/2+s),p=r.finiteLinesIntersect(o,a,e,t,l,c,d,u,!1);return p.length>0?p:r.roundRectangleIntersectLine(o,a,e,t,n,i,s)},checkPoint:function(e,t,n,i,o,a,s){var l=r.getRoundRectangleRadius(i,o),c=2*l;if(r.pointInsidePolygon(e,t,this.points,a,s,i,o-c,[0,-1],n))return!0;if(r.pointInsidePolygon(e,t,this.points,a,s,i-c,o,[0,-1],n))return!0;var u=i/2+2*n,d=o/2+2*n,p=[a-u,s-d,a-u,s,a+u,s,a+u,s-d];return!!r.pointInsidePolygonPoints(e,t,p)||!!r.checkInEllipse(e,t,c,c,a+i/2-l,s+o/2-l,n)||!!r.checkInEllipse(e,t,c,c,a-i/2+l,s+o/2-l,n)}}},registerNodeShapes:function(){var e=this.nodeShapes={},t=this;this.generateEllipse(),this.generatePolygon("triangle",r.generateUnitNgonPointsFitToSquare(3,0)),this.generatePolygon("rectangle",r.generateUnitNgonPointsFitToSquare(4,0)),e.square=e.rectangle,this.generateRoundRectangle(),this.generateCutRectangle(),this.generateBarrel(),this.generateBottomRoundrectangle(),this.generatePolygon("diamond",[0,1,1,0,0,-1,-1,0]),this.generatePolygon("pentagon",r.generateUnitNgonPointsFitToSquare(5,0)),this.generatePolygon("hexagon",r.generateUnitNgonPointsFitToSquare(6,0)),this.generatePolygon("heptagon",r.generateUnitNgonPointsFitToSquare(7,0)),this.generatePolygon("octagon",r.generateUnitNgonPointsFitToSquare(8,0));var n=new Array(20),i=r.generateUnitNgonPoints(5,0),o=r.generateUnitNgonPoints(5,Math.PI/5),a=.5*(3-Math.sqrt(5));a*=1.57;for(var 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O;if(!A&&!E&&!S)for($=i-1;$>=-4;$--){var T;if(T=g[$]){O=T;break}}if(k(O))return a.queueElement(e,i),O;b.context.translate(b.usedWidth,0),b.context.scale(p,p),l.drawElement(b.context,e,t,w),b.context.scale(1/p,1/p),b.context.translate(-b.usedWidth,0)}return m=g[i]={ele:e,x:b.usedWidth,texture:b,level:i,scale:p,width:h,height:f,scaledLabelShown:w},b.usedWidth+=Math.ceil(h+8),b.eleCaches.push(m),a.checkTextureFullness(b),m},c.invalidateElement=function(e){var t=e._private.rscratch.imgCaches;if(t)for(var n=-4;n<=2;n++){var r=t[n];if(r){var o=r.texture;o.invalidatedWidth+=r.width,t[n]=null,i.removeFromArray(o.eleCaches,r),this.removeFromQueue(e),this.checkTextureUtility(o)}}},c.checkTextureUtility=function(e){e.invalidatedWidth>=.5*e.width&&this.retireTexture(e)},c.checkTextureFullness=function(e){var t=this.getTextureQueue(e.height);e.usedWidth/e.width>.8&&e.fullnessChecks>=10?i.removeFromArray(t,e):e.fullnessChecks++},c.retireTexture=function(e){var 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i=t.pstyle("text-halign").strValue;switch(t.pstyle("text-valign").strValue,i){case"left":e.textAlign="right";break;case"right":e.textAlign="left";break;default:e.textAlign="center"}e.textBaseline="bottom"}else{var o=t.pstyle("label"),a=t.pstyle("source-label"),s=t.pstyle("target-label");if(!(o&&o.value||a&&a.value||s&&s.value))return;e.textAlign="center",e.textBaseline="bottom"}r.drawText(e,t),t.isEdge()&&(r.drawText(e,t,"source"),r.drawText(e,t,"target"))}};o.drawNodeText=o.drawEdgeText=o.drawElementText,o.getFontCache=function(e){var t;this.fontCaches=this.fontCaches||[];for(var n=0;n<this.fontCaches.length;n++)if((t=this.fontCaches[n]).context===e)return t;return t={context:e},this.fontCaches.push(t),t},o.setupTextStyle=function(e,t){var n=t.effectiveOpacity(),r=t.pstyle("font-style").strValue,i=t.pstyle("font-size").pfValue+"px",o=t.pstyle("font-family").strValue,a=t.pstyle("font-weight").strValue,s=t.pstyle("text-opacity").value*t.pstyle("opacity").value*n,l=t.pstyle("text-outline-opacity").value*s,c=t.pstyle("color").value,u=t.pstyle("text-outline-color").value,d=t._private.fontKey,p=this.getFontCache(e);p.key!==d&&(e.font=r+" "+a+" "+i+" "+o,p.key=d),e.lineJoin="round",this.fillStyle(e,c[0],c[1],c[2],s),this.strokeStyle(e,u[0],u[1],u[2],l)},o.drawText=function(e,t,n){var i=t._private.rscratch,o=t.effectiveOpacity();if(0!==o&&0!==t.pstyle("text-opacity").value){var a,s,l,c,u,d,p=r.getPrefixedProperty(i,"labelX",n),f=r.getPrefixedProperty(i,"labelY",n),h=this.getLabelText(t,n);if(null!=h&&""!==h&&!isNaN(p)&&!isNaN(f)){this.setupTextStyle(e,t);var g=n?n+"-":"",m=r.getPrefixedProperty(i,"labelWidth",n),v=r.getPrefixedProperty(i,"labelHeight",n),b=r.getPrefixedProperty(i,"labelAngle",n),y=t.pstyle(g+"text-margin-x").pfValue,x=t.pstyle(g+"text-margin-y").pfValue,w=t.isEdge(),k=(t.isNode(),t.pstyle("text-halign").value),A=t.pstyle("text-valign").value;w&&(k="center",A="center"),p+=y,f+=x;var E,S=t.pstyle("text-rotation");if(0!==(E="autorotate"===S.strValue?w?b:0:"none"===S.strValue?0:S.pfValue)){var $=p,C=f;e.translate($,C),e.rotate(E),p=0,f=0}switch(A){case"top":break;case"center":f+=v/2;break;case"bottom":f+=v}var _=t.pstyle("text-background-opacity").value,O=t.pstyle("text-border-opacity").value,T=t.pstyle("text-border-width").pfValue,j=t.pstyle("text-background-padding").pfValue;if(_>0||T>0&&O>0){var P=p-j;switch(k){case"left":P-=m;break;case"center":P-=m/2}var D=f-v-j,R=m+2*j,I=v+2*j;if(_>0){var N=e.fillStyle,M=t.pstyle("text-background-color").value;e.fillStyle="rgba("+M[0]+","+M[1]+","+M[2]+","+_*o+")","roundrectangle"==t.pstyle("text-background-shape").strValue?(s=P,l=D,c=R,u=I,d=(d=2)||5,(a=e).beginPath(),a.moveTo(s+d,l),a.lineTo(s+c-d,l),a.quadraticCurveTo(s+c,l,s+c,l+d),a.lineTo(s+c,l+u-d),a.quadraticCurveTo(s+c,l+u,s+c-d,l+u),a.lineTo(s+d,l+u),a.quadraticCurveTo(s,l+u,s,l+u-d),a.lineTo(s,l+d),a.quadraticCurveTo(s,l,s+d,l),a.closePath(),a.fill()):e.fillRect(P,D,R,I),e.fillStyle=N}if(T>0&&O>0){var z=e.strokeStyle,L=e.lineWidth,B=t.pstyle("text-border-color").value,F=t.pstyle("text-border-style").value;if(e.strokeStyle="rgba("+B[0]+","+B[1]+","+B[2]+","+O*o+")",e.lineWidth=T,e.setLineDash)switch(F){case"dotted":e.setLineDash([1,1]);break;case"dashed":e.setLineDash([4,2]);break;case"double":e.lineWidth=T/4,e.setLineDash([]);break;case"solid":e.setLineDash([])}if(e.strokeRect(P,D,R,I),"double"===F){var q=T/2;e.strokeRect(P+q,D+q,R-2*q,I-2*q)}e.setLineDash&&e.setLineDash([]),e.lineWidth=L,e.strokeStyle=z}}var V=2*t.pstyle("text-outline-width").pfValue;if(V>0&&(e.lineWidth=V),"wrap"===t.pstyle("text-wrap").value){var U=r.getPrefixedProperty(i,"labelWrapCachedLines",n),H=v/U.length;switch(A){case"top":f-=(U.length-1)*H;break;case"center":case"bottom":f-=(U.length-1)*H}for(var G=0;G<U.length;G++)V>0&&e.strokeText(U[G],p,f),e.fillText(U[G],p,f),f+=H}else V>0&&e.strokeText(h,p,f),e.fillText(h,p,f);0!==E&&(e.rotate(-E),e.translate(-$,-C))}}},e.exports=o},function(e,t,n){"use strict";var r=n(0),i={drawNode:function(e,t,n,i){var o,a,s=this,l=t._private,c=l.rscratch,u=t.position();if(r.number(u.x)&&r.number(u.y)&&t.visible()){var d=t.effectiveOpacity(),p=s.usePaths(),f=void 0,h=!1,g=t.padding();o=t.width()+2*g,a=t.height()+2*g;var m=void 0;n&&(m=n,e.translate(-m.x1,-m.y1));for(var v=t.pstyle("background-image").value,b=new Array(v.length),y=new Array(v.length),x=0,w=0;w<v.length;w++){var k=v[w];if(b[w]=null!=k&&"none"!==k){var A=t.cy().style().getIndexedStyle(t,"background-image-crossorigin","value",w);x++,y[w]=s.getCachedImage(k,A,(function(){t.emitAndNotify("background")}))}}var E=t.pstyle("background-blacken").value,S=t.pstyle("border-width").pfValue,$=t.pstyle("background-color").value,C=t.pstyle("background-opacity").value*d,_=t.pstyle("border-color").value,O=t.pstyle("border-style").value,T=t.pstyle("border-opacity").value*d;e.lineJoin="miter";var j=function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:C;s.fillStyle(e,$[0],$[1],$[2],t)},P=function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:T;s.strokeStyle(e,_[0],_[1],_[2],t)},D=t.pstyle("shape").strValue,R=t.pstyle("shape-polygon-points").pfValue;if(p){var I=D+"$"+o+"$"+a+("polygon"===D?"$"+R.join("$"):"");e.translate(u.x,u.y),c.pathCacheKey===I?(f=c.pathCache,h=!0):(f=new Path2D,c.pathCacheKey=I,c.pathCache=f)}var N,M,z,L=function(){if(!h){var n=u;p&&(n={x:0,y:0}),s.nodeShapes[s.getNodeShape(t)].draw(f||e,n.x,n.y,o,a)}p?e.fill(f):e.fill()},B=function(){for(var n=arguments.length>0&&void 0!==arguments[0]?arguments[0]:d,r=l.backgrounding,i=0,o=0;o<y.length;o++)b[o]&&y[o].complete&&!y[o].error&&(i++,s.drawInscribedImage(e,y[o],t,o,n));l.backgrounding=!(i===x),r!==l.backgrounding&&t.updateStyle(!1)},F=function(){var n=arguments.length>0&&void 0!==arguments[0]&&arguments[0],r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:d;s.hasPie(t)&&(s.drawPie(e,t,r),n&&(p||s.nodeShapes[s.getNodeShape(t)].draw(e,u.x,u.y,o,a)))},q=function(){var t=arguments.length>0&&void 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U=t.pstyle("ghost-offset-x").pfValue,H=t.pstyle("ghost-offset-y").pfValue,G=t.pstyle("ghost-opacity").value,W=G*d;e.translate(U,H),j(G*C),L(),B(W),F(0!==E||0!==S),q(W),P(G*T),V(),e.translate(-U,-H)}j(),L(),B(),F(0!==E||0!==S),q(),P(),V(),p&&e.translate(-u.x,-u.y),s.drawElementText(e,t,i),N=t.pstyle("overlay-padding").pfValue,M=t.pstyle("overlay-opacity").value,z=t.pstyle("overlay-color").value,M>0&&(s.fillStyle(e,z[0],z[1],z[2],M),s.nodeShapes.roundrectangle.draw(e,u.x,u.y,o+2*N,a+2*N),e.fill()),n&&e.translate(m.x1,m.y1)}},hasPie:function(e){return(e=e[0])._private.hasPie},drawPie:function(e,t,n,r){t=t[0],r=r||t.position();var i=t.cy().style(),o=t.pstyle("pie-size"),a=r.x,s=r.y,l=t.width(),c=t.height(),u=Math.min(l,c)/2,d=0;this.usePaths()&&(a=0,s=0),"%"===o.units?u*=o.pfValue:void 0!==o.pfValue&&(u=o.pfValue/2);for(var p=1;p<=i.pieBackgroundN;p++){var f=t.pstyle("pie-"+p+"-background-size").value,h=t.pstyle("pie-"+p+"-background-color").value,g=t.pstyle("pie-"+p+"-background-opacity").value*n,m=f/100;m+d>1&&(m=1-d);var v=1.5*Math.PI+2*Math.PI*d,b=v+2*Math.PI*m;0===f||d>=1||d+m>1||(e.beginPath(),e.moveTo(a,s),e.arc(a,s,u,v,b),e.closePath(),this.fillStyle(e,h[0],h[1],h[2],g),e.fill(),d+=m)}}};e.exports=i},function(e,t,n){"use strict";var r={},i=n(1);r.getPixelRatio=function(){var e=this.data.contexts[0];if(null!=this.forcedPixelRatio)return this.forcedPixelRatio;var t=e.backingStorePixelRatio||e.webkitBackingStorePixelRatio||e.mozBackingStorePixelRatio||e.msBackingStorePixelRatio||e.oBackingStorePixelRatio||e.backingStorePixelRatio||1;return(window.devicePixelRatio||1)/t},r.paintCache=function(e){for(var t,n=this.paintCaches=this.paintCaches||[],r=!0,i=0;i<n.length;i++)if((t=n[i]).context===e){r=!1;break}return 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n="/components/model_tree/model_tree.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n.menu ul ul {\n    margin-left: 12px;\n}\n</style>\n\n<div class="menu">\n    <ul>\n        <li>\n            <a ui-sref="dbt.overview()" class="menu-link menu-main">\n                Overview\n            </a>\n        </li>\n\n        <li>\n            <div class="switches">\n                <div class="switch ">\n                    <span\n                       class="switch-label btn btn-sm"\n                       ng-class="{active: (nav_selected == \'project\')}"\n                       ng-click="nav_selected = \'project\'">\n                        <svg class="icn menu-icon-on"><use xlink:href="#icn-dir-on"></use></svg>\n                        Project\n                    </span>\n                </div>\n                <div class="switch">\n                    <span\n                       class="switch-label btn btn-sm"\n                       ng-class="{active: (nav_selected == \'database\')}"\n                       ng-click="nav_selected = \'database\'">\n                        <svg class="icn menu-icon-on"><use xlink:href="#icn-tree-on"></use></svg>\n                        Database\n                    </span>\n                </div>\n                <div class="switch">\n                    <span\n                       class="switch-label btn btn-sm"\n                       ng-class="{active: (nav_selected == \'group\')}"\n                       ng-click="nav_selected = \'group\'">\n                        <svg class="icn menu-icon-on"><use xlink:href="#icn-filter"></use></svg>\n                        Group\n                    </span>\n                </div>\n            </div>\n        </li>\n\n        <li>\n            <div class="menu" ng-show="nav_selected == \'project\'">\n                <div ng-show="tree.sources.length > 0">\n                    <strong>Sources</strong>\n                    <ul style="display: block">\n                        <model-tree-line\n                            item="item"\n                            resource-type="source"\n                            ng-repeat="item in tree.sources"></source-tree-line>\n                    </ul>\n                    <br />\n                </div>\n\n                <div ng-show="tree.exposures.length > 0">\n                    <strong>Exposures</strong>\n                    <ul style="display: block">\n                        <model-tree-line\n                            item="item"\n                            resource-type="exposure"\n                            ng-repeat="item in tree.exposures"></model-tree-line>\n                    </ul>\n                    <br />\n                </div>\n                \n                <div ng-show="tree.metrics.length > 0">\n                    <strong>Metrics</strong>\n                    <ul style="display: block">\n                        <model-tree-line\n                            item="item"\n                            resource-type="metric"\n                            ng-repeat="item in tree.metrics"></model-tree-line>\n                    </ul>\n                    <br />\n                </div>\n                \n                <div ng-show="tree.semantic_models.length > 0">\n                    <strong>Semantic Models</strong>\n                    <ul style="display: block">\n                        <model-tree-line\n                            item="item"\n                            resource-type="semantic_model"\n                            ng-repeat="item in tree.semantic_models"></model-tree-line>\n                    </ul>\n                    <br />\n                </div>\n\n\n                <div ng-show="tree.saved_queries.length > 0">\n                    <strong>Saved Queries</strong>\n                    <ul style="display: block">\n                        <model-tree-line\n                            item="item"\n                            resource-type="saved_query"\n                            ng-repeat="item in tree.saved_queries"></model-tree-line>\n                    </ul>\n                    <br />\n                </div>\n\n                <strong>Projects</strong>\n                <ul>\n                    <model-tree-line\n                        item="item"\n                        resource-type="model"\n                        ng-repeat="item in tree.project"></model-tree-line>\n                </ul>\n            </div>\n        </li>\n\n        <li>\n            <div class="menu" ng-show="nav_selected == \'database\'">\n                <strong>Tables and Views</strong>\n                <ul>\n                    <model-tree-line\n                        item="item"\n                        resource-type="model"\n                        ng-repeat="item in tree.database"></model-tree-line>\n                </ul>\n            </div>\n        </li>\n\n        <li>\n            <div class="menu" ng-show="nav_selected == \'group\'">\n                <strong>Public Models</strong>\n                <ul><model-tree-line\n                        item="item"\n                        resource-type="model"\n                        ng-repeat="item in tree.groups"></model-tree-line>\n                </ul>\n            </div>\n        </li>\n    </ul>\n</div>\n')}]),e.exports=n},function(e,t,n){"use strict";const r=n(425),i=n(21);n(426),angular.module("dbt").directive("modelTreeLine",["$state",function(e){return{scope:{item:"=",depth:"<",resourceType:"@"},replace:!0,templateUrl:r,link:function(t,n,r,o){t.depth||(t.depth=0);var a=t.item.name;if(a){var s=i.last(a,15).join(""),l=i.initial(a,s.length).join("");t.name={name:a,start:l,end:s},t.name_start=l,t.name_end=s,t.onFolderClick=function(n){if(n.active=!n.active,"source"==t.resourceType){var r=n.name;e.go("dbt.source_list",{source:r})}else 0===t.depth&&"database"!==n.type&&e.go("dbt.project_overview",{project_name:n.name})},t.activate=function(n){t.$emit("clearSearch"),n.active=!0;var r="dbt."+n.node.resource_type;e.go(r,{unique_id:n.unique_id})},t.getIcon=function(e,t){return"#"+{header:{on:"icn-down",off:"icn-right"},database:{on:"icn-db-on",off:"icn-db"},schema:{on:"icn-tree-on",off:"icn-tree"},table:{on:"icn-doc-on",off:"icn-doc"},folder:{on:"icn-dir-on",off:"icn-dir"},file:{on:"icn-doc-on",off:"icn-doc"},group:{on:"icn-filter",off:"icn-filter"}}[e][t]},t.getClass=function(e){return{active:e.active,"menu-tree":"header"==e.type||"schema"==e.type||"folder"==e.type,"menu-main":"header"==e.type,"menu-node":"file"==e.type||"table"==e.type}}}}}}])},function(e,t){var n="/components/model_tree/model_tree_line.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<li class=\'unselectable\'>\n\n    <a ng-if="!item.unique_id"\n       class=\'unselectable\'\n       ng-class="getClass(item)"\n       ng-click="onFolderClick(item)">\n        <span class="filename">\n            <span class="filename-normal">\n                <svg class="icn menu-icon-on"><use xlink:href="{{ getIcon(item.type, \'on\') }}"></use></svg>\n                <svg class="icn menu-icon-off"><use xlink:href="{{ getIcon(item.type, \'off\') }}"></use></svg>\n            </span>\n            <span class="filename-ellip">{{name.start}}</span>\n            <span class="filename-normal">{{name.end}}</span>\n        </span>\n    </a>\n\n    <a ng-if="item.unique_id"\n       class=\'unselectable\'\n       ng-class="getClass(item)"\n       ng-click="activate(item)"\n       data-nav-unique-id="{{ item.unique_id }}"\n       title="{{ name.name }}">\n        <span class="filename">\n            <span class="filename-normal">\n                <svg class="icn menu-icon-on"><use xlink:href="{{ getIcon(item.type, \'on\') }}"></use></svg>\n                <svg class="icn menu-icon-off"><use xlink:href="{{ getIcon(item.type, \'off\') }}"></use></svg>\n            </span>\n            <span class="filename-ellip">{{name.start}}</span>\n            <span class="filename-normal">{{name.end}}</span>\n        </span>\n    </a>\n\n    <ul ng-if="item.items">\n        <model-tree-line\n                resource-type="{{ resourceType }}"\n                item="subitem"\n                depth="depth + 1"\n                ng-repeat="subitem in item.items" />\n    </ul>\n</li>\n')}]),e.exports=n},function(e,t,n){var r=n(427);"string"==typeof r&&(r=[[e.i,r,""]]);var i={hmr:!0,transform:void 0,insertInto:void 0};n(40)(r,i);r.locals&&(e.exports=r.locals)},function(e,t,n){(e.exports=n(39)(!1)).push([e.i,"\n.unselectable{\n  -webkit-user-select: none;\n  -moz-user-select: none;\n  -ms-user-select: none;\n  user-select: none;\n}\n",""])},function(e,t,n){"use strict";const r=n(8),i=n(429);n(33);n(206),r.module("dbt").directive("docsSearch",["$sce","project",function(e,t){return{scope:{query:"=",results:"=",onSelect:"&"},replace:!0,templateUrl:i,link:function(n){n.max_results=20,n.show_all=!1,n.max_results_columns=3,n.limit_columns={},n.checkboxStatus={show_names:!1,show_descriptions:!1,show_columns:!1,show_column_descriptions:!1,show_code:!1,show_tags:!1},n.limit_search=function(e,t,r){return t<n.max_results||n.show_all},n.getState=function(e){return"dbt."+e.resource_type},n.getModelName=function(e){return"source"==e.resource_type?e.source_name+"."+e.name:"macro"==e.resource_type?e.package_name+"."+e.name:"metric"==e.resource_type?e.label:"semantic_model"==e.resource_type||"saved_query"==e.resource_type?e.name:"exposure"==e.resource_type||"model"==e.resource_type&&null!=e.version?e.label:e.name};function r(e){return e.replace(/[.*+\-?^${}()|[\]\\]/g,"\\$&")}function i(e){return _.words(e.toLowerCase())}n.$watchGroup(["query","checkboxStatus.show_names","checkboxStatus.show_descriptions","checkboxStatus.show_columns","checkboxStatus.show_column_descriptions","checkboxStatus.show_code","checkboxStatus.show_tags"],(function(){n.results=function(e,t){if(!_.some(_.values(t)))return e;let n=[],r=[];const{show_names:i,show_descriptions:o,show_columns:a,show_column_descriptions:s,show_code:l,show_tags:c}=t;return _.each(e,(function(e){_.each(e.matches,(function(t){if(!r.includes(e.model.unique_id)){const u=i&&("name"===t.key||"label"==t.key),d=o&&"description"==t.key,p=a&&"columns"===t.key,f=s&&"column_description"===t.key,h=l&&"raw_code"===t.key,g=c&&"tags"===t.key;(u||d||p||f||h||g)&&(r.push(e.model.unique_id),n.push(e))}}))})),n}(t.search(n.query),n.checkboxStatus)})),n.shorten=function(e){if(null!=e&&e.trim().length>0&&null!=n.query&&n.query.trim().length>0){let t=e.replace(/\s+/g," "),o=r(i(n.query)[0]),a=t.search(new RegExp(o)),s=a-75<0?0:a-75,l=a+75>t.length?t.length:a+75;return"..."+t.substring(s,l)+"..."}return e},n.highlight=function(t){if(!n.query||!t)return e.trustAsHtml(t);let o="("+i(n.query).map(e=>r(e)).join(")|(")+")";return e.trustAsHtml(t.replace(new RegExp(o,"gi"),'<span class="search-result-match">$&</span>'))},n.$watch("query",(function(e,t){0==e.length&&(n.show_all=!1,n.limit_columns={})})),n.columnFilter=function(e){var t=[];let r=i(n.query);for(var o in e)r.every(e=>-1!=o.toLowerCase().indexOf(e))&&t.push(o);return t},n.limitColumns=function(e){return void 0!==n.limit_columns[e]?n.limit_columns[e]:3}}}}])},function(e,t){var n="/components/search/search.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="app-scroll">\n    <style>\n    .search-result-match {\n        background-color: #eee;\n    }\n    .spacing {\n        margin-right: 0.25em;\n    }\n    .sub-results {\n        margin-left: 36px;\n    }\n    </style>\n    <div class="app-title">\n        <div class="app-frame app-pad">\n            <h1>\n                <span class="break">{{ query }}</span>\n                <small><span>{{ results.length }}</span> search results</small>\n            </h1>\n            <input type="checkbox" id="name" ng-model="checkboxStatus.show_names" ng-click="filterResults(results, checkboxStatus)" style = "margin-left:10px;margin-right:5px">\n            <label for="name" style="margin-right:25px">Name</label> \n            <input type="checkbox" id="desc" ng-model="checkboxStatus.show_descriptions" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="desc" style="margin-right:25px;">Description</label> \n            <input type="checkbox" id="column" ng-model="checkboxStatus.show_columns" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="column" style="margin-right:25px;">Column</label> \n            <input type="checkbox" id="column_description" ng-model="checkboxStatus.show_column_descriptions" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="column_description" style="margin-right:25px;">Column Description</label>\n            <input type="checkbox" id="code" ng-model="checkboxStatus.show_code" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="code" style="margin-right:15px;">SQL</label>\n            <input type="checkbox" id="tag" ng-model="checkboxStatus.show_tags" ng-click = "filterResults(results, checkboxStatus)" style = "margin-right:5px">\n            <label for="code" style="margin-right:15px;">Tags</label>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <div class="results">\n                <div ng-repeat="result in results | filter:limit_search | orderBy:\'overallWeight\':true track by result.model.unique_id"\n                     data-ui-state="getState(result.model)" data-ui-state-params="{unique_id: result.model.unique_id}"\n                     ng-click="onSelect()"\n                     class="result search-result a">\n                        <div class="result-content">\n                            <div class="result-icn">\n                                <svg class="icn "><use xlink:href="#icn-doc"></use></svg>\n                            </div>\n                            <div class="result-body">\n                                <h4 class="a">\n                                    <span ng-bind-html="highlight(getModelName(result.model))"></span>\n                                    <small>{{result.model.resource_type}}</small>\n                                </h4>\n                                <p ng-bind-html="highlight(shorten(result.model.description))"></p>\n                            </div>\n                        </div>\n                        <div class="sub-results" ng-show="query.length > 0">\n                        <span ng-repeat="column in columnFilter(result.model.columns) | limitTo:limitColumns(result.model.unique_id)">\n                            <span ng-show="$first === true">columns:</span>\n                            <span ng-bind-html="highlight(column + \',\')" ng-show="$last === false"></span>\n                            <span ng-bind-html="highlight(column)" ng-show="$last === true"></span>\n                        </span>\n                        <a\n                            ng-show="columnFilter(result.model.columns).length > max_results_columns && !limit_columns[result.model.unique_id]"\n                            ng-click="$event.stopPropagation(); limit_columns[result.model.unique_id] = 100">Show {{ columnFilter(result.model.columns).length - max_results_columns }} more</a>\n                        </div>\n                        <div class="sub-results" ng-show="query.length > 0">\n                        <span>\n                            <span ng-bind-html = "highlight(shorten(result.model[\'raw_code\']))"></span>\n                        </span>\n                        </div>\n                        <div class="sub-results" ng-show="query.length > 0">\n                        <span ng-repeat="tag in result.model.tags">\n                            <span ng-show="$first === true">tags:</span>\n                            <span ng-bind-html="highlight(tag + \',\')" ng-show="$last === false"></span>\n                            <span ng-bind-html="highlight(tag)" ng-show="$last === true"></span>\n                        </span>\n                        </div>\n                </div>\n                <a\n                    ng-show="results.length >= max_results && !show_all"\n                    ng-click="show_all = true">Show {{ results.length - max_results }} more</a>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){e.exports={getQuoteChar:function(e){var t=(e||{}).adapter_type;return["bigquery","spark","databricks"].indexOf(t)>=0?"`":'"'}}},function(e,t,n){"use strict";const r=n(432);n(433);const i=n(21);angular.module("dbt").directive("tableDetails",["$sce","$filter","project",function(e,t,n){return{scope:{model:"=",extras:"=",exclude:"<"},templateUrl:r,link:function(e){function r(e,t){if(0==e)return"0 bytes";if(e<1&&(e*=1e6),isNaN(parseFloat(e))||!isFinite(e))return"-";void 0===t&&(t=0);var n=Math.floor(Math.log(e)/Math.log(1024));return(e/Math.pow(1024,Math.floor(n))).toFixed(t)+" "+["bytes","KB","MB","GB","TB","PB"][n]}function o(e,n){return void 0===n&&(n=2),t("number")(100*e,n)+"%"}function a(e,n){return void 0===n&&(n=0),t("number")(e,n)}function s(e){var t,r,o=!e.metadata,a=e.metadata||{};t=e.database?e.database+".":"",r=o?void 0:"source"==e.resource_type?t+e.schema+"."+e.identifier:t+e.schema+"."+e.alias;const s=e.group?function(e){const{name:t,email:r}=n.project.groups[e].owner,i=[];if(t&&i.push(t),r){const e=i.length>0?`<${r}>`:r;i.push(e)}return i.join(" ")}(`group.${e.package_name}.${e.group}`):a.owner,l=!(!e.hasOwnProperty("config")||!e.config.hasOwnProperty("contract"))&&e.config.contract.enforced;var c,u=[{name:"Owner",value:s},{name:"Type",value:o?void 0:(c=a.type,"BASE TABLE"==c?{type:"table",name:"table"}:"LATE BINDING VIEW"==c?{type:"view",name:"late binding view"}:{type:c.toLowerCase(),name:c.toLowerCase()}).name},{name:"Package",value:e.package_name},{name:"Language",value:e.language},{name:"Relation",value:r},{name:"Access",value:e.access},{name:"Version",value:e.version},{name:"Contract",value:l?"Enforced":"Not Enforced"}];return i.filter(u,(function(e){return void 0!==e.value}))}e.details=[],e.extended=[],e.exclude=e.exclude||[],e.meta=null,e._show_expanded=!1,e.show_expanded=function(t){return void 0!==t&&(e._show_expanded=t),e._show_expanded},e.hasData=function(e){return!(!e||i.isEmpty(e))&&(1!=e.length||0!=e[0].include)},e.$watch("model",(function(t,n){i.property(["metadata","type"])(t);var l,c,u,d=t.hasOwnProperty("sources")&&null!=t.sources[0]?t.sources[0].source_meta:null;if(e.meta=t.meta||d,e.details=s(t),e.extended=(l=t.stats,c={rows:a,row_count:a,num_rows:a,max_varchar:a,pct_used:o,size:r,bytes:r,num_bytes:r},u=i.sortBy(i.values(l),"label"),i.map(u,(function(e){var t=i.clone(e),n=c[e.id];return n&&(t.value=n(e.value),t.label=e.label.replace("Approximate","~"),t.label=e.label.replace("Utilization","Used")),t}))),e.extras){var p=i.filter(e.extras,(function(e){return void 0!==e.value&&null!==e.value}));e.details=e.details.concat(p)}e.show_extended=i.where(e.extended,{include:!0}).length>0})),e.queryTag=function(t){e.$emit("query",t)}}}}])},function(e,t){var n="/components/table_details/table_details.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="section-content">\n    <h6>Details</h6>\n    <div class="panel">\n        <div class="panel-body">\n            <div class="details">\n                <div class="details-content">\n                    <div class="detail-group" ng-if="hasData(meta)">\n                        <div class="detail-body">\n                            <dl class="detail"\n                                ng-repeat="(k, v) in meta">\n                                <dt class="detail-label">{{ k }}</dt>\n                                <dd class="detail-value">{{ v }}</dd>\n                            </dl>\n                        </div>\n                    </div>\n                    <div class="detail-group">\n                        <div class="detail-body">\n                            <dl class=\'detail\' ng-if="model.tags != undefined && exclude.indexOf(\'tags\') == -1">\n                                <dt class="detail-label">Tags</dt>\n                                <dd ng-if="model.tags.length > 0" class="detail-value">\n                                    <span ng-repeat="tag in model.tags"><code><a ng-click=queryTag(tag)>{{ tag }}</a></code>&nbsp;</span>\n                                </dd>\n                                <dd ng-if="model.tags.length == 0" class="detail-value">untagged</dd>\n                            </dl>\n                            <dl class="detail"\n                                ng-repeat="item in details">\n                                <dt class="detail-label">{{ item.name }}</dt>\n                                <dd class="detail-value">{{ item.value }}</dd>\n                            </dl>\n                        </div>\n                    </div>\n                    <div class="detail-group" ng-if="hasData(extended)">\n                        <div class="detail-body">\n                            <dl class="detail"\n                                ng-repeat="item in extended"\n                                ng-if="item.include">\n                                <dt data-toggle="tooltip" title="{{ item.description }}" class="detail-label">{{ item.label }}</dt>\n                                <dd class="detail-value">{{ item.value }}</dd>\n                            </dl>\n                        </div>\n                    </div>\n                </div>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){var r=n(434);"string"==typeof r&&(r=[[e.i,r,""]]);var i={hmr:!0,transform:void 0,insertInto:void 0};n(40)(r,i);r.locals&&(e.exports=r.locals)},function(e,t,n){(e.exports=n(39)(!1)).push([e.i,"\n\n.details-content {\n    table-layout: fixed;\n}\n\n.detail-body {\n    white-space: nowrap;\n    overflow-x: scroll;\n}\n",""])},function(e,t,n){"use strict";const r=n(436),i=n(21);angular.module("dbt").directive("columnDetails",["project",function(e){return{scope:{model:"="},templateUrl:r,link:function(t){t.has_test=function(e,t){return-1!=i.pluck(e.tests,"short").indexOf(t)},t.has_constraint=function(e,t){return!!e.hasOwnProperty("constraints")&&e.constraints.some(e=>e.type===t)},t.has_more_info=function(e){var t=e.tests||[],n=e.description||"",r=e.meta||{},o=e.constraints||[];return t.length||n.length||o.length||!i.isEmpty(r)},t.toggle_column_expanded=function(e){t.has_more_info(e)&&(e.expanded=!e.expanded)},t.getState=function(e){return"dbt."+e.resource_type},t.get_col_name=function(t){return e.caseColumn(t)},t.get_columns=function(e){var t=i.chain(e.columns).values().sortBy("index").value();return i.each(t,(function(e,t){e.index=t})),t}}}}])},function(e,t){var n="/components/column_details/column_details.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="panel">\n    <div class="panel-body">\n        <div ng-if="_.isEmpty(model.columns)">\n            Column information is not available for this seed\n        </div>\n        <div class="table-responsive"\n             style="max-height: 800px; overflow-y: scroll;"\n             ng-if="!_.isEmpty(model.columns)">\n            <table class="table table-borderless table-hover">\n                <thead>\n                    <tr>\n                        <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Column</th>\n                        <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Type</th>\n                        <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Description</th>\n                        <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;">Constraints</th>\n                        <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;">Data Tests</th>\n                        <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;" class=\'text-center\'>More?</th>\n                    </tr>\n                </thead>\n                <tbody>\n                    <tr\n                        ng-repeat-start="column in get_columns(model) track by column.index"\n                        ng-click="toggle_column_expanded(column)"\n                        class="column-row"\n                        ng-class="{\'column-row-selected\': column.expanded}"\n                        ng-style="{cursor: has_more_info(column) ? \'pointer\' : \'auto\'}">\n                        <td>\n                            <div>\n                                <span class=\'text-dark\'>{{ get_col_name(column.name) }}</span>\n                            </div>\n                        </td>\n                        <td>\n                            <span class=\'text-dark\'>{{ column.type }}</p>\n                        </td>\n                        <td style="text-overflow: ellipsis; overflow-x: hidden; white-space: nowrap; max-width: 1px;">\n                            <span ng-show="!column.expanded">{{ column.description }}</span>\n                        </td>\n                        <td>\n                            <span class="text-light" ng-show="!column.expanded">\n                                <span data-toggle="tooltip" title="Not Null" ng-if="has_constraint(column, \'not_null\')">N</span>\n                                <span data-toggle="tooltip" title="Primary Key" ng-if="has_constraint(column, \'primary_key\')">PK</span>\n                                <span data-toggle="tooltip" title="Foreign Key" ng-if="has_constraint(column, \'foreign_key\')">FK</span>\n                                <span data-toggle="tooltip" title="Check" ng-if="has_constraint(column, \'check\')">C</span>\n                                <span data-toggle="tooltip" title="Custom" ng-if="has_constraint(column, \'custom\')">+</span>\n                            </span>\n                        </td>\n                        <td>\n                            <span class="text-light" ng-show="!column.expanded">\n                                <span data-toggle="tooltip" title="Unique" ng-if="has_test(column, \'U\')">U</span>\n                                <span data-toggle="tooltip" title="Not Null" ng-if="has_test(column, \'N\')">N</span>\n                                <span data-toggle="tooltip" title="Foreign Key" ng-if="has_test(column, \'F\')">F</span>\n                                <span data-toggle="tooltip" title="Accepted Values" ng-if="has_test(column, \'A\')">A</span>\n                                <span data-toggle="tooltip" title="Custom Test" ng-if="has_test(column, \'+\')">+</span>\n                            </span>\n                        </td>\n                        <td class=\'text-center\'>\n                            <span class=\'text-light\' ng-show="has_more_info(column)">\n                                <span ng-if="column.expanded">\n                                    <svg class="icn"><use xlink:href="#icn-up"></use></svg>\n                                </span>\n                                <span ng-if="!column.expanded">\n                                    <svg class="icn"><use xlink:href="#icn-right"></use></svg>\n                                </span>\n                            </span>\n                        </td>\n                    </tr>\n                    <tr ng-repeat-end ng-show="column.expanded" style="background-color: white; padding: 10px">\n                        <td colspan="5" class="column-expanded">\n                            <div style="padding: 5px 20px">\n                                <div ng-show="column.meta">\n                                    <h5>Details</h5>\n                                    <div class="detail-group" style="padding-bottom: 0">\n                                        <div class="detail-body" style="padding-left: 0">\n                                            <dl class="detail"\n                                                ng-style="{\'padding-left\': $index == 0 ? 0 : \'auto\'}"\n                                                ng-repeat="(k, v) in column.meta">\n                                                <dt class="detail-label">{{ k }}</dt>\n                                                <dd class="detail-value">{{ v }}</dd>\n                                            </dl>\n                                        </div>\n                                    </div>\n                                </div>\n\n                                <div style="margin-bottom: 15px" ng-if="column.description.length">\n                                    <h5>Description</h5>\n                                    <span marked="column.description"></span>\n                                </div>\n\n                                <div ng-show="column.constraints && column.constraints.length" style="margin-bottom: 15px">\n                                    <h5>Constraints</h5>\n                                    <div class="detail-group" style="padding-bottom: 0">\n                                        <div class="detail-body" style="padding-left: 0">\n                                            <dl class="detail" ng-style="{\'padding-left\': $index == 0 ? 0 : \'auto\'}"\n                                                ng-repeat="constraint in column.constraints">\n                                                <dt class="detail-label">Name</dt>\n                                                <dd class="detail-value">{{ constraint.name }}</dd>\n                                                <dt class="detail-label">Type</dt>\n                                                <dd class="detail-value">{{ constraint.type }}</dd>\n                                                <dt class="detail-label">Expression</dt>\n                                                <dd class="detail-value">{{ constraint.expression }}</dd>\n                                            </dl>\n                                        </div>\n                                    </div>\n                                </div>\n\n                                <div ng-show="column.tests && column.tests.length" style="margin-bottom: 15px">\n                                    <h5>Generic Data Tests</h5>\n                                    <ul class="list-unstyled" style="margin-top: 2px">\n                                        <li ng-repeat="test in column.tests" ng-switch on="test.short" class=\'text-light\'>\n                                            <span ng-switch-when="F">\n                                                Foreign Key\n                                                <span ng-if="test.fk_model.unique_id">\n                                                    <a data-ui-state="getState(test.fk_model)"\n                                                        data-ui-state-params="{unique_id: test.fk_model.unique_id}">\n                                                        to {{ test.fk_model.name }}\n                                                    </a> on <code>{{ test.fk_field }}</code>\n                                                </span>\n                                            </span>\n                                            <span ng-switch-when="P">Primary Key</span>\n                                            <span ng-switch-when="U">Unique</span>\n                                            <span ng-switch-when="N">Not Null</span>\n                                            <span ng-switch-default>{{ test.label }}</span>\n                                        </li>\n                                    </ul>\n                                </div>\n                            </div>\n                        </td>\n                    </tr>\n                </tbody>\n            </table>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){"use strict";const r=n(438);n(33),n(439);function i(e){return"python"===e?"language-python":"language-sql"}angular.module("dbt").directive("codeBlock",["code","$timeout",function(e,t){return{scope:{versions:"=",default:"<",language:"="},restrict:"E",templateUrl:r,link:function(n,r){n.selected_version=n.default,n.language_class=i(n.language),n.source=null,n.setSelected=function(r){n.selected_version=r,n.source=n.versions[r]||"";const i=n.source.trim();n.highlighted=e.highlight(i,n.language),t((function(){Prism.highlightAll()}))},n.titleCase=function(e){return e.charAt(0).toUpperCase()+e.substring(1)},n.copied=!1,n.copy_to_clipboard=function(){e.copy_to_clipboard(n.source),n.copied=!0,setTimeout((function(){n.$apply((function(){n.copied=!1}))}),1e3)},n.$watch("language",(function(e,t){e&&e!=t&&(n.language_class=i(e))}),!0),n.$watch("versions",(function(e,t){if(e)if(n.default)n.setSelected(n.default);else{var r=Object.keys(n.versions);r.length>0&&n.setSelected(r[0])}}),!0)}}}])},function(e,t){var n="/components/code_block/code_block.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<h6>Code</h6>\n<div class="panel">\n    <div class="panel-body">\n        <ul class="nav nav-tabs">\n            <li\n                ng-repeat="(version_name, version) in versions"\n                ng-class="{active: version_name == selected_version}">\n                <a ng-click="setSelected(version_name)">{{ titleCase(version_name) }}</a>\n            </li>\n            <li class=\'nav-pull-right\'></li>\n            <li>\n                <a class=\'unselectable\'\n                   ng-click="copy_to_clipboard()">{{ copied ? \'copied\' : \'copy to clipboard\' }}</a>\n            </li>\n        </ul>\n        <div style="margin-top: 1px">\n            <pre style="background-color: white"\n                 class=\'code line-numbers\'><code class="source-code highlight" ng-class="language_class" ng-bind-html="highlighted"></code></pre>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){var r=n(440);"string"==typeof r&&(r=[[e.i,r,""]]);var i={hmr:!0,transform:void 0,insertInto:void 0};n(40)(r,i);r.locals&&(e.exports=r.locals)},function(e,t,n){(e.exports=n(39)(!1)).push([e.i,"pre.code {\n    border: none !important;\n    overflow-y: visible !important;\n    overflow-x: scroll !important;\n    padding-bottom: 10px;\n}\n\npre.code code {\n    font-family: Monaco, monospace !important;\n    font-weight: 400 !important;\n}\n\n.line-numbers-rows {\n    border: none !important;\n}\n",""])},function(e,t,n){"use strict";const r=n(442);angular.module("dbt").directive("macroArguments",[function(){return{scope:{macro:"="},templateUrl:r,link:function(e){_.each(e.macro.arguments,(function(e){e.expanded=!1}))}}}])},function(e,t){var n="/components/macro_arguments/index.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n    .arg-header {\n        background-color: white;\n        position: sticky;\n        top: 0;\n        z-index: 1;\n    }\n\n</style>\n\n<div class="panel">\n    <div class="panel-body">\n        <div ng-if="macro.arguments.length == 0">\n            Details are not available for this macro. This may be due to the fact that this macro doesn\'t have any\n            arguments or that they haven\'t been documented yet.\n        </div>\n        <div ng-if="macro.arguments.length > 0" class="table-responsive" style="max-height: 800px; overflow-y: scroll;">\n            <table class="table table-borderless table-hover">\n                <thead>\n                    <tr>\n                        <th class="arg-header">Argument</th>\n                        <th class="arg-header">Type</th>\n                        <th class="arg-header">Description</th>\n                        <th style="width: 1px;" class=\'text-center\'>More?</th>\n                    </tr>\n                </thead>\n                <tbody>\n                    <tr ng-repeat-start="arg in macro.arguments" ng-click="arg.expanded = !arg.expanded"\n                        ng-class="{\'column-row-selected\': arg.expanded}"\n                        ng-style="{cursor: arg.description ? \'pointer\' : \'auto\'}" class="column-row">\n                        <td>\n                            <div>\n                                <span class=\'text-dark\'>{{ arg.name }}</span>\n                            </div>\n                        </td>\n                        <td>\n                            <span class=\'text-dark\'>{{ arg.type }}</p>\n                        </td>\n                        <td style="text-overflow: ellipsis; overflow-x: hidden; white-space: nowrap; max-width: 1px;">\n                            <span ng-show="!arg.expanded">{{ arg.description }}</span>\n                        </td>\n                        <td class=\'text-center\'>\n                            <span class=\'text-light\' ng-show="arg.description">\n                                <span ng-if="arg.expanded">\n                                    <svg class="icn">\n                                        <use xlink:href="#icn-up"></use>\n                                    </svg>\n                                </span>\n                                <span ng-if="!arg.expanded">\n                                    <svg class="icn">\n                                        <use xlink:href="#icn-right"></use>\n                                    </svg>\n                                </span>\n                            </span>\n                        </td>\n                    </tr>\n                    <tr ng-repeat-end ng-show="arg.expanded" style="background-color: white; padding: 10px">\n                        <td colspan="4" class="column-expanded">\n                            <div style="padding: 5px 20px">\n                                <div style="margin-bottom: 15px">\n                                    <h5>Description</h5>\n                                    <span marked="arg.description"></span>\n                                </div>\n                            </div>\n                        </td>\n                    </tr>\n                </tbody>\n            </table>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t,n){"use strict";const r=n(444);angular.module("dbt").directive("referenceList",["$state",function(e){return{scope:{references:"=",node:"="},restrict:"E",templateUrl:r,link:function(t){t.selected_type=null,t.setType=function(e){t.selected_type=e,t.nodes=t.references[t.selected_type]},t.getNodeUrl=function(t){var n="dbt."+t.resource_type;return e.href(n,{unique_id:t.unique_id,"#":null})},t.mapResourceType=function(e){return"model"==e?"Models":"seed"==e?"Seeds":"test"==e?"Data Tests":"unit_test"==e?"Unit Tests":"snapshot"==e?"Snapshots":"analysis"==e?"Analyses":"macro"==e?"Macros":"exposure"==e?"Exposures":"metric"==e?"Metrics":"semantic_model"==e?"Semantic Models":"saved_query"==e?"Saved Queries":"operation"==e?"Operations":"Nodes"},t.$watch("references",(function(e){e&&_.size(e)>0?(t.selected_type=_.keys(e)[0],t.has_references=!0,t.nodes=t.references[t.selected_type]):t.has_references=!1}))}}}])},function(e,t){var n="/components/references/index.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="panel">\n    <div class="panel-body" ng-if="!has_references">\n        No resources reference this {{ node.resource_type }}\n    </div>\n    <div class="panel-body" ng-if="has_references">\n        <ul class="nav nav-tabs">\n            <li\n                ng-repeat="(resource_type, nodes) in references"\n                ng-class="{active: resource_type == selected_type}">\n                <a ng-click="setType(resource_type)">\n                    {{ mapResourceType(resource_type) }}\n                </a>\n            </li>\n        </ul>\n        <div style="margin-top: 15px">\n            <ul class=\'list-unstyled\'>\n                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r.endian([c,u,d,p])})._ff=function(e,t,n,r,i,o,a){var s=e+(t&n|~t&r)+(i>>>0)+a;return(s<<o|s>>>32-o)+t},s._gg=function(e,t,n,r,i,o,a){var s=e+(t&r|n&~r)+(i>>>0)+a;return(s<<o|s>>>32-o)+t},s._hh=function(e,t,n,r,i,o,a){var s=e+(t^n^r)+(i>>>0)+a;return(s<<o|s>>>32-o)+t},s._ii=function(e,t,n,r,i,o,a){var s=e+(n^(t|~r))+(i>>>0)+a;return(s<<o|s>>>32-o)+t},s._blocksize=16,s._digestsize=16,e.exports=function(e,t){if(null==e)throw new Error("Illegal argument "+e);var n=r.wordsToBytes(s(e,t));return t&&t.asBytes?n:t&&t.asString?a.bytesToString(n):r.bytesToHex(n)}},function(e,t){var n,r;n="ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/",r={rotl:function(e,t){return e<<t|e>>>32-t},rotr:function(e,t){return e<<32-t|e>>>t},endian:function(e){if(e.constructor==Number)return 16711935&r.rotl(e,8)|4278255360&r.rotl(e,24);for(var t=0;t<e.length;t++)e[t]=r.endian(e[t]);return e},randomBytes:function(e){for(var t=[];e>0;e--)t.push(Math.floor(256*Math.random()));return t},bytesToWords:function(e){for(var t=[],n=0,r=0;n<e.length;n++,r+=8)t[r>>>5]|=e[n]<<24-r%32;return t},wordsToBytes:function(e){for(var t=[],n=0;n<32*e.length;n+=8)t.push(e[n>>>5]>>>24-n%32&255);return t},bytesToHex:function(e){for(var t=[],n=0;n<e.length;n++)t.push((e[n]>>>4).toString(16)),t.push((15&e[n]).toString(16));return t.join("")},hexToBytes:function(e){for(var t=[],n=0;n<e.length;n+=2)t.push(parseInt(e.substr(n,2),16));return t},bytesToBase64:function(e){for(var t=[],r=0;r<e.length;r+=3)for(var i=e[r]<<16|e[r+1]<<8|e[r+2],o=0;o<4;o++)8*r+6*o<=8*e.length?t.push(n.charAt(i>>>6*(3-o)&63)):t.push("=");return t.join("")},base64ToBytes:function(e){e=e.replace(/[^A-Z0-9+\/]/gi,"");for(var t=[],r=0,i=0;r<e.length;i=++r%4)0!=i&&t.push((n.indexOf(e.charAt(r-1))&Math.pow(2,-2*i+8)-1)<<2*i|n.indexOf(e.charAt(r))>>>6-2*i);return t}},e.exports=r},function(e,t){function n(e){return!!e.constructor&&"function"==typeof e.constructor.isBuffer&&e.constructor.isBuffer(e)}
 /*!
  * Determine if an object is a Buffer
  *
  * @author   Feross Aboukhadijeh <https://feross.org>
  * @license  MIT
  */
-e.exports=function(e){return null!=e&&(n(e)||function(e){return"function"==typeof e.readFloatLE&&"function"==typeof e.slice&&n(e.slice(0,0))}(e)||!!e._isBuffer)}},function(e,t,n){n(9).module("dbt").factory("locationService",["$state",function(e){var t={};return t.parseState=function(e){return function(e){return{selected:{include:e.g_i||"",exclude:e.g_e||""},show_graph:!!e.g_v}}(e)},t.setState=function(t){var n=function(e){var t={g_v:1};return t.g_i=e.include,t.g_e=e.exclude,t}(t),r=e.current.name;e.go(r,n)},t.clearState=function(){var t=e.current.name;e.go(t,{g_i:null,g_e:null,g_v:null})},t}])},function(e,t,n){"use strict";const r=n(9),i=n(202);r.module("dbt").controller("OverviewCtrl",["$scope","$state","project",function(e,t,n){e.overview_md="(loading)",n.ready((function(n){let r=t.params.project_name?t.params.project_name:null;var o=n.docs["doc.dbt.__overview__"],a=i.filter(n.docs,{name:"__overview__"});if(i.each(a,(function(e){"dbt"!=e.package_name&&(o=e)})),null!==r){o=n.docs[`doc.${r}.__${r}__`]||o;let e=i.filter(n.docs,{name:`__${r}__`});i.each(e,e=>{e.package_name!==r&&(o=e)})}e.overview_md=o.block_contents}))}])},function(e,t,n){"use strict";n(9).module("dbt").controller("SourceListCtrl",["$scope","$state","project",function(e,t,n){e.source=t.params.source,e.model={},e.extra_table_fields=[],e.has_more_info=function(e){return(e.description||"").length},e.toggle_source_expanded=function(t){e.has_more_info(t)&&(t.expanded=!t.expanded)},n.ready((function(t){var n=_.filter(t.nodes,(function(t){return t.source_name==e.source}));if(0!=n.length){n.sort((e,t)=>e.name.localeCompare(t.name));var r=n[0];e.model={name:e.source,source_description:r.source_description,sources:n};var i=_.uniq(_.map(n,"metadata.owner")),o=_.uniq(_.map(n,"database")),a=_.uniq(_.map(n,"schema"));e.extra_table_fields=[{name:"Loader",value:r.loader},{name:1==i.length?"Owner":"Owners",value:i.join(", ")},{name:1==o.length?"Database":"Databases",value:o.join(", ")},{name:1==a.length?"Schema":"Schemas",value:a.join(", ")},{name:"Tables",value:n.length}]}}))}])},function(e,t,n){const r=n(9),i={main:n(482),overview:n(483),graph:n(484),source:n(205),source_list:n(485),model:n(486),source:n(205),snapshot:n(487),seed:n(488),test:n(489),analysis:n(490),macro:n(491),exposure:n(492),metric:n(493),semantic_model:n(494),operation:n(495)};r.module("dbt").config(["$stateProvider","$urlRouterProvider",function(e,t){var n="g_v&g_i&g_e&g_p&g_n";t.otherwise("/overview"),e.state("dbt",{url:"/",abstract:!0,controller:"MainController",templateUrl:i.main}).state("dbt.overview",{url:"overview?"+n,controller:"OverviewCtrl",templateUrl:i.overview}).state("dbt.project_overview",{url:"overview/:project_name?"+n,controller:"OverviewCtrl",templateUrl:i.overview,params:{project_name:{type:"string"}}}).state("dbt.graph",{url:"graph",controller:"GraphCtrl",templateUrl:i.graph}).state("dbt.model",{url:"model/:unique_id?section&"+n,controller:"ModelCtrl",templateUrl:i.model,params:{unique_id:{type:"string"}}}).state("dbt.seed",{url:"seed/:unique_id?section&"+n,controller:"SeedCtrl",templateUrl:i.seed,params:{unique_id:{type:"string"}}}).state("dbt.snapshot",{url:"snapshot/:unique_id?section&"+n,controller:"SnapshotCtrl",templateUrl:i.snapshot,params:{unique_id:{type:"string"}}}).state("dbt.test",{url:"test/:unique_id?section&"+n,controller:"TestCtrl",templateUrl:i.test,params:{unique_id:{type:"string"}}}).state("dbt.analysis",{url:"analysis/:unique_id?section&"+n,controller:"AnalysisCtrl",templateUrl:i.analysis,params:{unique_id:{type:"string"}}}).state("dbt.source",{url:"source/:unique_id?section&"+n,controller:"SourceCtrl",templateUrl:i.source,params:{unique_id:{type:"string"}}}).state("dbt.source_list",{url:"source_list/:source?section&"+n,controller:"SourceListCtrl",templateUrl:i.source_list,params:{source:{type:"string"}}}).state("dbt.macro",{url:"macro/:unique_id?section",controller:"MacroCtrl",templateUrl:i.macro,params:{unique_id:{type:"string"}}}).state("dbt.exposure",{url:"exposure/:unique_id?section&"+n,controller:"ExposureCtrl",templateUrl:i.exposure,params:{unique_id:{type:"string"}}}).state("dbt.metric",{url:"metric/:unique_id?section&"+n,controller:"MetricCtrl",templateUrl:i.metric,params:{unique_id:{type:"string"}}}).state("dbt.semantic_model",{url:"semantic_model/:unique_id?section&"+n,controller:"SemanticModelCtrl",templateUrl:i.semantic_model,params:{unique_id:{type:"string"}}}).state("dbt.operation",{url:"operation/:unique_id?section&"+n,controller:"OperationCtrl",templateUrl:i.operation,params:{unique_id:{type:"string"}}})}])},function(e,t){var n="/main/main.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n.no-x-overflow {\n    overflow-x: hidden;\n}\n\n.logo {\n    width: 140px;\n    height: 46px ;\n}\n</style>\n\n<div>\n    <graph-launcher></graph-launcher>\n\n    <div class="app app-row">\n        <div class="app-menu app-column">\n            <div class="app-overlay" data-toggle=".app-menu"></div>\n            <div class="app-header app-navbar app-shadow app-pad">\n                <div class="app-row app-middle">\n                    <div class="app-body">\n                        <div class="logo">\n                            <a ui-sref="dbt.overview()">\n                                <img style="width: 100px; height: 40px" class="logo" ng-src="{{ logo }}" />\n                            </a>\n                        </div>\n                    </div>\n                </div>\n            </div>\n            <div class="app-body">\n                <div class="app-scroll app-pad app-flush-right no-x-overflow">\n                    <model-tree tree="tree"></model-tree>\n                </div>\n            </div>\n        </div>\n        <div class="app-content app-column">\n            <div class="app-header app-navbar app-shadow">\n                <div class="app-frame app-pad app-row app-middle">\n                        <input\n                            id="search"\n                            ng-model="search.query"\n                            ng-focus="onSearchFocus($event, true)"\n                            ng-keydown="onSearchKeypress($event)"\n                            type="text"\n                            class="form-control"\n                            placeholder="Search for models..." />\n                    <div class="app-body">\n                    </div>\n                    <div class="app-footer app-icn" ng-show="search.is_focused" ng-click="clearSearch()">\n                        <svg class="icn icn-md"><use xlink:href="#icn-close"></use></svg>\n                    </div>\n                </div>\n            </div>\n            <div class=\'app-body\' ng-show=\'!search.is_focused\' ui-view></div>\n            <div class="app-body" ng-show="search.is_focused">\n                <docs-search query="search.query" results="search.results" on-select="clearSearch()"></docs-search>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/overview/overview.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="app-details app-scroll app-pad">\n    <app-scroll div class="app-frame app-pad">\n        <div class="panel panel-default">\n            <div class="panel-body">\n                <p marked=\'overview_md\'></p>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/graph/graph.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div ng-controller="GraphCtrl" id=\'graph-container\' style="width: 100%">\n    <div class=\'row viz-container\' style="margin: 0">\n        <div class=\'col-md-12\'>\n             <div graph-viz\n                        viz-options="graph.options"\n                        viz-elements="graph.elements"\n                        viz-style="graph.style"\n                        viz-layout="graph.layout"\n                        viz-ready="graph.ready"\n                        viz-size="{height: \'800px\', width: \'100%\'}"></div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/sources/source_list.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ source }}</span>\n                    <small>source</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.source_list({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.source_list({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.source_list({\'#\': \'sources\'})">Sources</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model" extras="extra_table_fields"/>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.source_description" class="model-markdown" marked="model.source_description"></div>\n                            <div ng-if="!model.source_description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n\n            <section class="section">\n                <div class="section-target" id="sources"></div>\n                <div class="section-content">\n                    <h6>Source Tables</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div class="table-responsive" style="max-height: 800px; overflow-y: scroll;" ng-if="!_.isEmpty(model.sources)">\n                                <table class="table table-borderless table-hover">\n                                    <thead>\n                                        <tr>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Source</th>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Table</th>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Description</th>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Link</th>\n                                            <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;" class=\'text-center\'>More?</th>\n                                        </tr>\n                                    </thead>\n                                    <tbody>\n                                        <tr\n                                            ng-repeat-start="source in model.sources track by source.name"\n                                            ng-click="toggle_source_expanded(source)"\n                                            class="column-row"\n                                            ng-class="{\'column-row-selected\': source.expanded}"\n                                            ng-style="{cursor: has_more_info(source) ? \'pointer\' : \'auto\'}">\n                                            <td>\n                                                <div>\n                                                    <span class=\'text-dark\'>{{ source.source_name }}</span>\n                                                </div>\n                                            </td>\n                                            <td>\n                                                <span class=\'text-dark\'>{{ source.name }}</p>\n                                            </td>\n                                            <td style="text-overflow: ellipsis; overflow-x: hidden; white-space: nowrap; max-width: 1px;">\n                                                <span ng-show="!column.expanded">{{ source.description }}</span>\n                                            </td>\n                                            <td>\n                                                <a ui-sref="dbt.source({unique_id: source.unique_id})">View docs</a>\n                                            </td>\n                                            <td class=\'text-center\'>\n                                                <span class=\'text-light\' ng-show="has_more_info(source)">\n                                                    <span ng-if="source.expanded">\n                                                        <svg class="icn"><use xlink:href="#icn-up"></use></svg>\n                                                    </span>\n                                                    <span ng-if="!source.expanded">\n                                                        <svg class="icn"><use xlink:href="#icn-right"></use></svg>\n                                                    </span>\n                                                </span>\n                                            </td>\n                                        </tr>\n                                        <tr ng-repeat-end ng-show="source.expanded" style="background-color: white; padding: 10px">\n                                            <td colspan="5" class="column-expanded">\n                                                <div style="padding: 5px 20px">\n                                                    <div style="margin-bottom: 15px">\n                                                        <h5>Description</h5>\n                                                        <span marked="source.description"></span>\n                                                    </div>\n                                                </div>\n                                            </td>\n                                        </tr>\n                                    </tbody>\n                                </table>\n                            </div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/model.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This model is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>{{ model.config.materialized }}</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'columns\'})">Columns</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.model({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.model({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'code\'})">Code</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model"></table-details>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="columns"></div>\n                <div class="section-content">\n                    <h6>Columns</h6>\n                    <column-details model="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/snapshot.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This {{ model.resource_type }} is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>{{ model.config.materialized }}</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'columns\'})">Columns</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.snapshot({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.snapshot({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="columns"></div>\n                <div class="section-content">\n                    <h6>Columns</h6>\n                    <column-details model="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/seed.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This {{ model.resource_type }} is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>{{ model.config.materialized }}</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'columns\'})">Columns</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.seed({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.seed({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n            <section class="section">\n                <div class="section-target" id="columns"></div>\n                <div class="section-content">\n                    <h6>Columns</h6>\n                    <column-details model="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/test.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>test</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.test({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.test({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.test({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/analysis.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This {{ model.resource_type }} is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>Analysis</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.analysis({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.analysis({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.analysis({\'#\': \'sql\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="sql"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/macro.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ macro.package_name }}.{{ macro.name }}</span>\n                    <small ng-if="macro.is_adapter_macro">adapter macro</small>\n                    <small ng-if="!macro.is_adapter_macro">macro</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.macro({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.macro({\'#\': \'arguments\'})">Arguments</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.macro({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.macro({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.macro({\'#\': \'code\'})">Code</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="macro.description" class="model-markdown" marked="macro.description"></div>\n                            <div ng-if="!macro.description">This {{ macro.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="arguments"></div>\n                <div class="section-content">\n                    <h6>Arguments</h6>\n                    <macro-arguments macro="macro"></macro-arguments>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="macro" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="macro" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/exposure.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n\n                <h1>\n                    <span class="break">{{ exposure.label }}</span>\n                    <small>exposure</small>\n\n                    <div class=\'pull-right\' ng-show="exposure.url">\n                        <a class=\'btn text-white btn-primary btn-sm\' ng-href="{{ exposure.url }}" target="_blank">View this exposure</a>\n                    </div>\n\n                    <div class=\'clearfix\'></div>\n                </h1>\n\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.exposure({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.exposure({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.exposure({\'#\': \'depends_on\'})">Depends On</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="exposure" extras="extra_table_fields" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="exposure.description" class="model-markdown" marked="exposure.description"></div>\n                            <div ng-if="!exposure.description">This {{ exposure.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="exposure" />\n                </div>\n            </section>\n\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/metric.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n\n                <h1>\n                    <span class="break">{{ metric.label }}</span>\n                    <small>metric</small>\n\n                    <div class=\'clearfix\'></div>\n                </h1>\n\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.metric({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.metric({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.metric({\'#\': \'depends_on\'})">Depends On</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="metric" extras="extra_table_fields" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="metric.description" class="model-markdown" marked="metric.description"></div>\n                            <div ng-if="!metric.description">This {{ metric.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="metric" />\n                </div>\n            </section>\n\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/semantic_model.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n\n                <h1>\n                    <span class="break">{{ semantic_model.name }}</span>\n                    <small>semantic_model</small>\n\n                    <div class=\'clearfix\'></div>\n                </h1>\n\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.semantic_model({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.semantic_model({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.semantic_model({\'#\': \'depends_on\'})">Depends On</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="semantic_model" extras="extra_table_fields" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="semantic_model.description" class="model-markdown" marked="semantic_model.description"></div>\n                            <div ng-if="!semantic_model.description">This {{ semantic_model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "semantic_model.entities.length != 0">\n                <div class="section-target" id="entities"></div>\n                <div class="section-content">\n                    <h6>Entities</h6>\n\n                <div class="panel">\n                    <div class="detail-group" style="padding-bottom: 0">\n                        <div class="detail-body" style="padding-left: 0">\n                            <dl class="detail" ng-style="{\'padding-left\': $index == 0 ? 0 : \'auto\'}"\n                                ng-repeat="entity in semantic_model.entities">\n                                <dt class="detail-label">Name</dt>\n                                <dd class="detail-value" ng-if="entity.name">{{ entity.name }}</dd>\n                                <dd class="detail-value" ng-if="!entity.name">None</dd>\n                                <dt class="detail-label">Type</dt>\n                                <dd class="detail-value" ng-if="entity.type">{{ entity.type }}</dd>\n                                <dd class="detail-value" ng-if="!entity.type">None</dd>\n                                <dt class="detail-label">Expression</dt>\n                                <dd class="detail-value" ng-if="entity.expr">{{ entity.expr }}</dd>\n                                <dd class="detail-value" ng-if="!entity.expr">None</dd>\n                            </dl>\n                        </div>\n                    </div>\n                </div>\n            </div>\n        </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="semantic_model" />\n                </div>\n            </section>\n\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/operation.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>operation</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.operation({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.operation({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.operation({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n}]);
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-</html>
+e.exports=function(e){return null!=e&&(n(e)||function(e){return"function"==typeof e.readFloatLE&&"function"==typeof e.slice&&n(e.slice(0,0))}(e)||!!e._isBuffer)}},function(e,t,n){n(8).module("dbt").factory("locationService",["$state",function(e){var t={};return t.parseState=function(e){return function(e){return{selected:{include:e.g_i||"",exclude:e.g_e||""},show_graph:!!e.g_v}}(e)},t.setState=function(t){var n=function(e){var t={g_v:1};return t.g_i=e.include,t.g_e=e.exclude,t}(t),r=e.current.name;e.go(r,n)},t.clearState=function(){var t=e.current.name;e.go(t,{g_i:null,g_e:null,g_v:null})},t}])},function(e,t,n){"use strict";const r=n(8),i=n(202);r.module("dbt").controller("OverviewCtrl",["$scope","$state","project",function(e,t,n){e.overview_md="(loading)",n.ready((function(n){let r=t.params.project_name?t.params.project_name:null;var o=n.docs["doc.dbt.__overview__"],a=i.filter(n.docs,{name:"__overview__"});if(i.each(a,(function(e){"dbt"!=e.package_name&&(o=e)})),null!==r){o=n.docs[`doc.${r}.__${r}__`]||o;let e=i.filter(n.docs,{name:`__${r}__`});i.each(e,e=>{e.package_name!==r&&(o=e)})}e.overview_md=o.block_contents}))}])},function(e,t,n){"use strict";n(8).module("dbt").controller("SourceListCtrl",["$scope","$state","project",function(e,t,n){e.source=t.params.source,e.model={},e.extra_table_fields=[],e.has_more_info=function(e){return(e.description||"").length},e.toggle_source_expanded=function(t){e.has_more_info(t)&&(t.expanded=!t.expanded)},n.ready((function(t){var n=_.filter(t.nodes,(function(t){return t.source_name==e.source}));if(0!=n.length){n.sort((e,t)=>e.name.localeCompare(t.name));var r=n[0];e.model={name:e.source,source_description:r.source_description,sources:n};var i=_.uniq(_.map(n,"metadata.owner")),o=_.uniq(_.map(n,"database")),a=_.uniq(_.map(n,"schema"));e.extra_table_fields=[{name:"Loader",value:r.loader},{name:1==i.length?"Owner":"Owners",value:i.join(", ")},{name:1==o.length?"Database":"Databases",value:o.join(", ")},{name:1==a.length?"Schema":"Schemas",value:a.join(", ")},{name:"Tables",value:n.length}]}}))}])},function(e,t,n){const r=n(8),i={main:n(483),overview:n(484),graph:n(485),source:n(205),source_list:n(486),model:n(487),source:n(205),snapshot:n(488),seed:n(489),unit_test:n(490),test:n(491),analysis:n(492),macro:n(493),exposure:n(494),metric:n(495),semantic_model:n(496),saved_query:n(497),operation:n(498)};r.module("dbt").config(["$stateProvider","$urlRouterProvider",function(e,t){var n="g_v&g_i&g_e&g_p&g_n";t.otherwise("/overview"),e.state("dbt",{url:"/",abstract:!0,controller:"MainController",templateUrl:i.main}).state("dbt.overview",{url:"overview?"+n,controller:"OverviewCtrl",templateUrl:i.overview}).state("dbt.project_overview",{url:"overview/:project_name?"+n,controller:"OverviewCtrl",templateUrl:i.overview,params:{project_name:{type:"string"}}}).state("dbt.graph",{url:"graph",controller:"GraphCtrl",templateUrl:i.graph}).state("dbt.model",{url:"model/:unique_id?section&"+n,controller:"ModelCtrl",templateUrl:i.model,params:{unique_id:{type:"string"}}}).state("dbt.seed",{url:"seed/:unique_id?section&"+n,controller:"SeedCtrl",templateUrl:i.seed,params:{unique_id:{type:"string"}}}).state("dbt.snapshot",{url:"snapshot/:unique_id?section&"+n,controller:"SnapshotCtrl",templateUrl:i.snapshot,params:{unique_id:{type:"string"}}}).state("dbt.unit_test",{url:"unit_test/:unique_id?section&"+n,controller:"TestCtrl",templateUrl:i.unit_test,params:{unique_id:{type:"string"}}}).state("dbt.test",{url:"test/:unique_id?section&"+n,controller:"TestCtrl",templateUrl:i.test,params:{unique_id:{type:"string"}}}).state("dbt.analysis",{url:"analysis/:unique_id?section&"+n,controller:"AnalysisCtrl",templateUrl:i.analysis,params:{unique_id:{type:"string"}}}).state("dbt.source",{url:"source/:unique_id?section&"+n,controller:"SourceCtrl",templateUrl:i.source,params:{unique_id:{type:"string"}}}).state("dbt.source_list",{url:"source_list/:source?section&"+n,controller:"SourceListCtrl",templateUrl:i.source_list,params:{source:{type:"string"}}}).state("dbt.macro",{url:"macro/:unique_id?section",controller:"MacroCtrl",templateUrl:i.macro,params:{unique_id:{type:"string"}}}).state("dbt.exposure",{url:"exposure/:unique_id?section&"+n,controller:"ExposureCtrl",templateUrl:i.exposure,params:{unique_id:{type:"string"}}}).state("dbt.metric",{url:"metric/:unique_id?section&"+n,controller:"MetricCtrl",templateUrl:i.metric,params:{unique_id:{type:"string"}}}).state("dbt.semantic_model",{url:"semantic_model/:unique_id?section&"+n,controller:"SemanticModelCtrl",templateUrl:i.semantic_model,params:{unique_id:{type:"string"}}}).state("dbt.saved_query",{url:"saved_query/:unique_id?section&"+n,controller:"SavedQueryCtrl",templateUrl:i.saved_query,params:{unique_id:{type:"string"}}}).state("dbt.operation",{url:"operation/:unique_id?section&"+n,controller:"OperationCtrl",templateUrl:i.operation,params:{unique_id:{type:"string"}}})}])},function(e,t){var n="/main/main.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n.no-x-overflow {\n    overflow-x: hidden;\n}\n\n.logo {\n    width: 140px;\n    height: 46px ;\n}\n</style>\n\n<div>\n    <graph-launcher></graph-launcher>\n\n    <div class="app app-row">\n        <div class="app-menu app-column">\n            <div class="app-overlay" data-toggle=".app-menu"></div>\n            <div class="app-header app-navbar app-shadow app-pad">\n                <div class="app-row app-middle">\n                    <div class="app-body">\n                        <div class="logo">\n                            <a ui-sref="dbt.overview()">\n                                <img style="width: 100px; height: 40px" class="logo" ng-src="{{ logo }}" />\n                            </a>\n                        </div>\n                    </div>\n                </div>\n            </div>\n            <div class="app-body">\n                <div class="app-scroll app-pad app-flush-right no-x-overflow">\n                    <model-tree tree="tree"></model-tree>\n                </div>\n            </div>\n        </div>\n        <div class="app-content app-column">\n            <div class="app-header app-navbar app-shadow">\n                <div class="app-frame app-pad app-row app-middle">\n                        <input\n                            id="search"\n                            ng-model="search.query"\n                            ng-focus="onSearchFocus($event, true)"\n                            ng-keydown="onSearchKeypress($event)"\n                            type="text"\n                            class="form-control"\n                            placeholder="Search for models..." />\n                    <div class="app-body">\n                    </div>\n                    <div class="app-footer app-icn" ng-show="search.is_focused" ng-click="clearSearch()">\n                        <svg class="icn icn-md"><use xlink:href="#icn-close"></use></svg>\n                    </div>\n                </div>\n            </div>\n            <div class=\'app-body\' ng-show=\'!search.is_focused\' ui-view></div>\n            <div class="app-body" ng-show="search.is_focused">\n                <docs-search query="search.query" results="search.results" on-select="clearSearch()"></docs-search>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/overview/overview.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div class="app-details app-scroll app-pad">\n    <app-scroll div class="app-frame app-pad">\n        <div class="panel panel-default">\n            <div class="panel-body">\n                <p marked=\'overview_md\'></p>\n            </div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/graph/graph.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<div ng-controller="GraphCtrl" id=\'graph-container\' style="width: 100%">\n    <div class=\'row viz-container\' style="margin: 0">\n        <div class=\'col-md-12\'>\n             <div graph-viz\n                        viz-options="graph.options"\n                        viz-elements="graph.elements"\n                        viz-style="graph.style"\n                        viz-layout="graph.layout"\n                        viz-ready="graph.ready"\n                        viz-size="{height: \'800px\', width: \'100%\'}"></div>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/sources/source_list.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ source }}</span>\n                    <small>source</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.source_list({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.source_list({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.source_list({\'#\': \'sources\'})">Sources</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model" extras="extra_table_fields"/>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.source_description" class="model-markdown" marked="model.source_description"></div>\n                            <div ng-if="!model.source_description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n\n            <section class="section">\n                <div class="section-target" id="sources"></div>\n                <div class="section-content">\n                    <h6>Source Tables</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div class="table-responsive" style="max-height: 800px; overflow-y: scroll;" ng-if="!_.isEmpty(model.sources)">\n                                <table class="table table-borderless table-hover">\n                                    <thead>\n                                        <tr>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Source</th>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Table</th>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Description</th>\n                                            <th style="background-color: white; position: sticky; top: 0; z-index: 1;">Link</th>\n                                            <th style="width: 1px; background-color: white; position: sticky; top: 0; z-index: 1;" class=\'text-center\'>More?</th>\n                                        </tr>\n                                    </thead>\n                                    <tbody>\n                                        <tr\n                                            ng-repeat-start="source in model.sources track by source.name"\n                                            ng-click="toggle_source_expanded(source)"\n                                            class="column-row"\n                                            ng-class="{\'column-row-selected\': source.expanded}"\n                                            ng-style="{cursor: has_more_info(source) ? \'pointer\' : \'auto\'}">\n                                            <td>\n                                                <div>\n                                                    <span class=\'text-dark\'>{{ source.source_name }}</span>\n                                                </div>\n                                            </td>\n                                            <td>\n                                                <span class=\'text-dark\'>{{ source.name }}</p>\n                                            </td>\n                                            <td style="text-overflow: ellipsis; overflow-x: hidden; white-space: nowrap; max-width: 1px;">\n                                                <span ng-show="!column.expanded">{{ source.description }}</span>\n                                            </td>\n                                            <td>\n                                                <a ui-sref="dbt.source({unique_id: source.unique_id})">View docs</a>\n                                            </td>\n                                            <td class=\'text-center\'>\n                                                <span class=\'text-light\' ng-show="has_more_info(source)">\n                                                    <span ng-if="source.expanded">\n                                                        <svg class="icn"><use xlink:href="#icn-up"></use></svg>\n                                                    </span>\n                                                    <span ng-if="!source.expanded">\n                                                        <svg class="icn"><use xlink:href="#icn-right"></use></svg>\n                                                    </span>\n                                                </span>\n                                            </td>\n                                        </tr>\n                                        <tr ng-repeat-end ng-show="source.expanded" style="background-color: white; padding: 10px">\n                                            <td colspan="5" class="column-expanded">\n                                                <div style="padding: 5px 20px">\n                                                    <div style="margin-bottom: 15px">\n                                                        <h5>Description</h5>\n                                                        <span marked="source.description"></span>\n                                                    </div>\n                                                </div>\n                                            </td>\n                                        </tr>\n                                    </tbody>\n                                </table>\n                            </div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/model.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This model is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>{{ model.config.materialized }}</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'columns\'})">Columns</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.model({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.model({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.model({\'#\': \'code\'})">Code</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model"></table-details>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="columns"></div>\n                <div class="section-content">\n                    <h6>Columns</h6>\n                    <column-details model="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/snapshot.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This {{ model.resource_type }} is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>{{ model.config.materialized }}</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'columns\'})">Columns</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.snapshot({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.snapshot({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.snapshot({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="columns"></div>\n                <div class="section-content">\n                    <h6>Columns</h6>\n                    <column-details model="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/seed.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This {{ model.resource_type }} is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>{{ model.config.materialized }}</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'columns\'})">Columns</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.seed({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.seed({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.seed({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="model" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n            <section class="section">\n                <div class="section-target" id="columns"></div>\n                <div class="section-content">\n                    <h6>Columns</h6>\n                    <column-details model="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="model" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/unit_test.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>unit test</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.unit_test({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.unit_test({\'#\': \'depends_on\'})">Depends On</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/test.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>test</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.test({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.test({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.test({\'#\': \'code\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="model" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/analysis.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1 ng-if="model.docs.show === false">\n                    <small class=\'text-bold text-right\'>\n                        <i data-icon="eye"></i>\n                        This {{ model.resource_type }} is hidden\n                    </small>\n                </h1>\n                <h1>\n                    <span class="break">{{ model.name }}</span>\n                    <small>Analysis</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.analysis({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.analysis({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.analysis({\'#\': \'sql\'})">SQL</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="model.description" class="model-markdown" marked="model.description"></div>\n                            <div ng-if="!model.description">This {{ model.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="sql"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/macro.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n                <h1>\n                    <span class="break">{{ macro.package_name }}.{{ macro.name }}</span>\n                    <small ng-if="macro.is_adapter_macro">adapter macro</small>\n                    <small ng-if="!macro.is_adapter_macro">macro</small>\n                </h1>\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.macro({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.macro({\'#\': \'arguments\'})">Arguments</a></li>\n                <li ui-sref-active=\'active\' ng-show = "referencesLength != 0"><a ui-sref="dbt.macro({\'#\': \'referenced_by\'})">Referenced By</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.macro({\'#\': \'depends_on\'})">Depends On</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.macro({\'#\': \'code\'})">Code</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="macro.description" class="model-markdown" marked="macro.description"></div>\n                            <div ng-if="!macro.description">This {{ macro.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="arguments"></div>\n                <div class="section-content">\n                    <h6>Arguments</h6>\n                    <macro-arguments macro="macro"></macro-arguments>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "referencesLength != 0">\n                <div class="section-target" id="referenced_by"></div>\n                <div class="section-content">\n                    <h6>Referenced By</h6>\n                    <reference-list references="references" node="macro" />\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="macro" />\n                </div>\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="code"></div>\n                <div class="section-content">\n                    <code-block versions="versions" default="default_version" language="language"></code-block>\n                </div>\n            </section>\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/exposure.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n\n                <h1>\n                    <span class="break">{{ exposure.label }}</span>\n                    <small>exposure</small>\n\n                    <div class=\'pull-right\' ng-show="exposure.url">\n                        <a class=\'btn text-white btn-primary btn-sm\' ng-href="{{ exposure.url }}" target="_blank">View this exposure</a>\n                    </div>\n\n                    <div class=\'clearfix\'></div>\n                </h1>\n\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.exposure({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.exposure({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.exposure({\'#\': \'depends_on\'})">Depends On</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="exposure" extras="extra_table_fields" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            <div ng-if="exposure.description" class="model-markdown" marked="exposure.description"></div>\n                            <div ng-if="!exposure.description">This {{ exposure.resource_type }} is not currently documented</div>\n                        </div>\n                    </div>\n                </div>\n            </section>\n\n            <section class="section" ng-show = "parentsLength != 0">\n                <div class="section-target" id="depends_on"></div>\n                <div class="section-content">\n                    <h6>Depends On</h6>\n                    <reference-list references="parents" node="exposure" />\n                </div>\n            </section>\n\n        </div>\n    </div>\n</div>\n')}]),e.exports=n},function(e,t){var n="/docs/metric.html";window.angular.module("ng").run(["$templateCache",function(e){e.put(n,'<style>\n/* TODO */\n.section-target {\n    top: -8em;\n}\n\n.noflex {\n    flex: 0 0 160px !important;\n}\n\n.highlight {\n    color: #24292e;\n    background-color: white;\n}\n\n</style>\n\n<div class=\'app-scroll\'>\n    <div class="app-links app-sticky">\n        <div class="app-title">\n            <div class="app-frame app-pad app-flush-bottom">\n\n                <h1>\n                    <span class="break">{{ metric.label }}</span>\n                    <small>metric</small>\n\n                    <div class=\'clearfix\'></div>\n                </h1>\n\n            </div>\n        </div>\n        <div class="app-frame app-pad-h">\n            <ul class="nav nav-tabs">\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.metric({\'#\': \'details\'})">Details</a></li>\n                <li ui-sref-active=\'active\'><a ui-sref="dbt.metric({\'#\': \'description\'})">Description</a></li>\n                <li ui-sref-active=\'active\' ng-show = "parentsLength != 0"><a ui-sref="dbt.metric({\'#\': \'depends_on\'})">Depends On</a></li>\n            </ul>\n        </div>\n    </div>\n    <div class="app-details">\n        <div class="app-frame app-pad">\n\n            <section class="section">\n                <div class="section-target" id="details"></div>\n                <table-details model="metric" extras="extra_table_fields" />\n            </section>\n\n            <section class="section">\n                <div class="section-target" id="description"></div>\n                <div class="section-content">\n                    <h6>Description</h6>\n                    <div class="panel">\n                        <div class="panel-body">\n                            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diff --git a/docs/manifest.json b/docs/manifest.json
index 7621481..e8eb91e 100644
--- a/docs/manifest.json
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null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1716503037.178528, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_ad_set_history_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_ad_set_history_data.csv", "original_file_path": "seeds/facebook_ads_ad_set_history_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_ad_set_history_data"], "alias": "facebook_ads_ad_set_history_data", "checksum": {"name": "sha256", "checksum": "da4e6b48f3feaa4bd2c3783b125909a14c5317b3c1484b4f6af5d7c1d88f5bd7"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1716503037.179986, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_actions_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_basic_ad_actions_data.csv", "original_file_path": "seeds/facebook_ads_basic_ad_actions_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_basic_ad_actions_data"], "alias": "facebook_ads_basic_ad_actions_data", "checksum": {"name": "sha256", "checksum": "7b9483eb25b17e1e746efda36d12f10bcd0073c761cd4b1441420c9e9223da42"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp", "value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"column_types": {"value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}}, "created_at": 1716503037.181482, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "model.facebook_ads.facebook_ads__url_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_report.sql", "original_file_path": "models/facebook_ads__url_report.sql", "unique_id": "model.facebook_ads.facebook_ads__url_report", "fqn": ["facebook_ads", "facebook_ads__url_report"], "alias": "facebook_ads__url_report", "checksum": {"name": "sha256", "checksum": "1fb367ecf1e6f42da405146672d53b5a68a71797dd8c1506ed42142323e4a638"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.578454, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.58199, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "ba6ee904cddf923ac1e0527792f3bec0c8c8a8ce8f10f14bbf364e6541f6afe7"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.580556, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "08e78191343e3f5f1c2faf955466f2ea19fea57c0e803739ac8881e44b8c8216"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.581032, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "47c9120bfab60770b633eeed21d5183b2fbbc1d26e08c2b4b1f57efbb06ce36c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.579356, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "9eb107a882277f39cc0485ad2b41f4e95854e7b81e485336bb3fb5f9b072890e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Value of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.5800729, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.358572, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        \n    safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_host,\n        '/' || \n    safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "2fa76840663cf9643380943d529a1386130328d74d88734806c8f730c6e25579"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1716503037.386056, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "with report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\nmetrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversion_value) as conversion_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from report\n    where \n    {% for action_type in var('facebook_ads__conversion_action_types') -%}\n        (\n        {%- if action_type.name -%}\n            action_type = '{{ action_type.name }}'\n        {%- elif action_type.pattern -%}\n            action_type like '{{ action_type.pattern }}'\n        {%- endif -%}\n\n        {% if action_type.where_sql %}\n            and {{ action_type.where_sql }}\n        {%- endif -%}\n        ) {% if not loop.last %} or {% endif %}\n    {%- endfor %}\n\n    group by 1,2,3\n)\n\nselect * \nfrom metrics", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "with report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\nmetrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversion_value) as conversion_value\n\n        \n\n\n    \n        , sum(conversion_value_inline) as conversion_value_inline\n    \n        , sum(_1_d_view) as _1_d_view\n    \n        , sum(_7_d_click) as _7_d_click\n    \n        , sum(_28_d_click) as _28_d_click\n    \n\n\n\n\n    from report\n    where \n    (action_type = 'lead')  or (action_type like 'offsite_conversion%') \n\n    group by 1,2,3\n)\n\nselect * \nfrom metrics", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "7ea1ac5d31b0260117e61eb4c2013f6af909562383df196ffc27c8c279b3018b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_value": {"name": "conversion_value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table"}, "created_at": 1716503037.7074912, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "with base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversion_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    inline\n    \n as conversion_value_inline , \n    \n    \n    _1_d_view\n    \n as \n    \n    _1_d_view\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n, \n    cast(null as string) as \n    \n    _28_d_click\n    \n \n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversion_value\n        \n        \n            \n                \n                    , coalesce(cast(conversion_value_inline as FLOAT64), 0) as conversion_value_inline\n                \n            \n                \n                    , coalesce(cast(_1_d_view as FLOAT64), 0) as _1_d_view\n                \n            \n                \n                    , coalesce(cast(_7_d_click as FLOAT64), 0) as _7_d_click\n                \n            \n                \n                    , coalesce(cast(_28_d_click as FLOAT64), 0) as _28_d_click\n                \n            \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.706995, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "e7ee8204dfc12cff5307f14fe698c649a4319021dec0cf3580fb7aeec5e77c53"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.706135, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "279c7da0945216ce51d42706b4288c88ea5b71d6bcc881d033c8c1a82a163764"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.703189, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "0520c410e35528d094a94d55221d42bd1b89f8fe90f70f6bd31c5587326cbd85"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.7003782, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "713ed973790e09b9ebd1cb70fa73e5f962b64388b309434cee0a4d1d270abda7"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.701032, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "d97ae39c930038bdb44955442900c4ebfe1ea90f62637729ed9c8d83a05f6d1d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1716503037.702494, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.495741, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.514291, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.518432, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.52257, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2ed4a53bd7f17e3e38a06400e2f616b1f41ea626ee1339574d855eab26b13856"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view"}, "created_at": 1716503037.527162, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.531085, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1716503037.535273, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": true}, "created_at": 1716503037.6627772, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1716503037.664609, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report"}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.671839, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1716503037.672981, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report"}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.675617, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1716503037.6767511, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report"}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.679368, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1716503037.6804962, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report"}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.683095, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1716503037.684221, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report"}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.6868238, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags"}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1716503037.687946, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags"}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.707968, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.709135, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1716503037.710392, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.712886, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.71399, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1716503037.7152472, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.717706, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.718972, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1716503037.720093, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.7226748, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.723806, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1716503037.724938, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.727515, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.728628, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1716503037.7297559, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history"}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.732362, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1716503037.733471, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1716503037.734588, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad"}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}, "database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1716503037.7372239, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1716503037.783765}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1716503037.7839098}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1716503037.78403}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1716503037.784139}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1716503037.784247}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1716503037.784357}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1716503037.7844732}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.35306, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.353295, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.353599, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3581219, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.358624, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.358766, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3589199, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.35907, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3592541, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.359444, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.359742, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.359911, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.360333, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.36072, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3614771, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.361658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.361946, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.362326, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.362493, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.363269, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.363848, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.364536, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.368455, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3694909, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.37081, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3729339, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.37323, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.373997, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.374648, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.378677, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.379095, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3792572, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3794, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3796108, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.379759, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, incremental_predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.380679, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.381136, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.384008, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.385409, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.38598, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif -%}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.386988, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.387695, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3888378, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.390252, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.390666, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.390932, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3916001, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3919628, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.392149, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.392597, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.393079, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3932748, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.394141, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.394285, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_model_node(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3949142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.395134, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.39573, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.3960361, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_model_node(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.396658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.396802, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.397103, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.397281, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.397422, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399248, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399449, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399679, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.399959, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.40013, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4014878, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4043489, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.404441, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4045372, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4048262, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.404934, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.405202, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.406385, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.406494, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.406721, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4068868, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.407068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4071481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4072478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.407437, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.408351, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4089532, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4091258, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.40962, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.409864, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.410265, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.410775, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4109492, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.411113, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4112902, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.411456, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.411587, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.412201, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.412381, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.41269, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4129071, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.413559, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.413808, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.414051, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.414342, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.414598, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.415752, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4159539, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.416103, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.416246, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.41639, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4167628, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.417073, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.41738, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.417825, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n    when matched\n     and DBT_INTERNAL_DEST.dbt_valid_to is null\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.418101, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.421664, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4218361, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.422061, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set primary_key = config['unique_key'] %}\n    {% set updated_at = config['updated_at'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4227898, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4229581, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.423132, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.424652, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n    {% set check_cols_config = config['check_cols'] %}\n    {% set primary_key = config['unique_key'] %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n    {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.425969, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430103, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4303942, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430567, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430657, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.430806, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4309251, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.431137, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *,\n            {{ strategy.unique_key }} as dbt_unique_key\n\n        from {{ target_relation }}\n        where dbt_valid_to is null\n\n    ),\n\n    insertions_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n            {{ strategy.scd_id }} as dbt_scd_id\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key,\n            {{ strategy.updated_at }} as dbt_updated_at,\n            {{ strategy.updated_at }} as dbt_valid_from,\n            {{ strategy.updated_at }} as dbt_valid_to\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select\n            *,\n            {{ strategy.unique_key }} as dbt_unique_key\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where snapshotted_data.dbt_unique_key is null\n           or (\n                snapshotted_data.dbt_unique_key is not null\n            and (\n                {{ strategy.row_changed }}\n            )\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.dbt_scd_id\n\n        from updates_source_data as source_data\n        join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as dbt_valid_from,\n            {{ snapshot_get_time() }} as dbt_updated_at,\n            {{ snapshot_get_time() }} as dbt_valid_to,\n            snapshotted_data.dbt_scd_id\n\n        from snapshotted_data\n        left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n        where source_data.dbt_unique_key is null\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4320488, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.432244, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n    select *,\n        {{ strategy.scd_id }} as dbt_scd_id,\n        {{ strategy.updated_at }} as dbt_updated_at,\n        {{ strategy.updated_at }} as dbt_valid_from,\n        nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.432498, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4329321, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n  {%- set config = model['config'] -%}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {{ adapter.valid_snapshot_target(target_relation) }}\n\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'equalto', 'dbt_change_type')\n                                   | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n                                   | rejectattr('name', 'equalto', 'dbt_unique_key')\n                                   | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.439126, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.441918, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.442385, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.442904, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.443371, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4438028, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.448786, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.449195, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4494588, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.450787, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4510279, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4517062, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4550028, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4580889, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.45975, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4603589, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.461073, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4613252, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.462075, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.468769, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.470486, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4707708, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.47186, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4721541, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.472859, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.47355, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.474498, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.474754, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.474963, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.475276, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.475559, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.475888, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4760919, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.476375, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4765708, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.476733, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.477025, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% do adapter.expand_target_column_types(\n             from_relation=temp_relation,\n             to_relation=target_relation) %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.482309, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.488276, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4895701, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.4908621, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.491787, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492058, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492186, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492503, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.492661, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.496635, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.499986, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.505069, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.505986, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.506228, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.506722, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5069172, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5070562, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5072, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.507315, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.507479, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5075982, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.508079, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.508267, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.509572, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.510006, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.510402, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5109298, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.511196, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.511483, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5118809, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5121331, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.512854, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.513234, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.513422, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.513619, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5138218, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.514603, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5158908, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.516274, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.516534, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.516852, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5170639, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.517766, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.518204, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.518416, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.518702, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5190558, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5193322, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.519812, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.520268, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.520601, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.520818, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.521097, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.521205, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5214798, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.521636, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.52195, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5223029, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5225868, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.522752, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5233889, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.523576, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5238678, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5240161, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.524291, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.524436, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.525444, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.525568, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.526109, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.526277, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.526413, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5277598, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.528147, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.528498, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.52877, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5288801, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.529154, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5293062, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.529579, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.529734, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.530598, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.530784, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5312269, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5319319, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.532404, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.532599, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.53278, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.533049, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.533154, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.534013, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.534164, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.535379, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.535582, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.53581, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.536083, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5362308, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5366452, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5368168, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.537, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.537432, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.537788, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.538086, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.538336, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.538914, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.540403, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.540992, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5412931, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.543139, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.544416, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5451908, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.545439, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5456698, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.545748, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5465071, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5471098, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.547342, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.547714, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548047, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548212, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548459, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.548584, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5494132, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.549848, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.550039, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.550571, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5508292, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5509372, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5512772, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.551441, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5516632, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.551808, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552074, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552216, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552512, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.552657, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5532968, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.553728, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55407, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.554235, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5545259, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.554664, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.554921, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.555085, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.555331, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55549, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.555744, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55585, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556142, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556279, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556523, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.556687, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.557625, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.557784, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5579488, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5581021, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5582662, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.558419, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5585861, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5587652, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.55893, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559083, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559247, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559393, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559553, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559703, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.559982, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.560118, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.560364, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.560472, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5608141, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561145, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561296, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561836, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.561999, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5622249, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.562505, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.562639, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.563013, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.563257, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.56354, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.56368, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.564054, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5642428, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5644102, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5645928, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565077, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565229, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5653708, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5654788, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565651, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.565728, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5659578, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5661252, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567001, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567143, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567301, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5677109, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.567901, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.568039, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.568202, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.568332, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.57032, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5704892, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.570714, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571009, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571258, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5715818, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571767, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.571929, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.572177, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.572812, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.573048, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.573194, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.573616, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.574034, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5743208, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.574552, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.576288, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5764108, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.576583, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.576697, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.577051, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5772438, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.577352, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.577587, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5777779, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.578006, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.578198, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5784361, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.579183, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5793762, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5796218, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.579854, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.581005, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header -%}\n  {{ sql_header }}\n  {%- endif -%}\n  {%- if limit is not none -%}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n  {%- else -%}\n  {{ compiled_code }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.581536, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n  {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5817301, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n    select *\n    from (\n        {{ sql }}\n    ) as model_limit_subq\n    limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.581874, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.582557, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.582727, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.582933, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.583103, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.583379, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.583872, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5868459, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587123, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587337, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5876029, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587796, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.587958, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.588149, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.58848, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5886889, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5889978, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589188, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589358, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5895438, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589705, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.589917, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5900958, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.592376, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.592542, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.592858, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5931032, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.593314, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5935009, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.594728, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595093, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595281, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595636, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.595873, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.5964842, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.596749, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.597544, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.599212, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.599373, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.600209, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6006231, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.601214, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.60169, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6017652, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.60228, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6025112, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.602802, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6030772, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.603439, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6041331, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.604618, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6052842, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.605603, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.60593, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.607021, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.608055, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.608922, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.610014, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.610695, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.611041, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6117692, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.612625, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.613078, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6135411, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.614156, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.614658, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6152189, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.615674, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6163461, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      where {{ column_name }} is not null\n      limit 1\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.617146, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.617779, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.618432, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.618997, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.619361, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.619765, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.620128, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.620776, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.621602, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.622512, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.623442, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.624191, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.625097, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6256151, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.62592, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6295092, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6311429, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6314251, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6315992, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6320488, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.632341, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.632543, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6328, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.632975, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.633593, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.63445, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6351712, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.635774, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6360111, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.636387, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.636773, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.637325, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.637644, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6379972, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.638687, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6396182, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.640466, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.640886, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.641081, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6416142, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.642299, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.643163, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.643578, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.643868, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.645144, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.646583, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.647945, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(col.column) }}\n             {% else %}\n           {{ col.column }}\n             {% endif %}\n           as {{ cast_to }}) as {{ value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6496289, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.649929, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6500638, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.653322, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.656839, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6571488, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6574059, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.65818, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.658402, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.658606, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6588008, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.658974, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.659153, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.659542, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6597812, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.660164, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.660716, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.661068, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.661404, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.663137, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6635032, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.664308, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.664829, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6659808, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.667517, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.668594, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.66946, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.669935, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67067, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6714618, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67193, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.672127, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6725178, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67312, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6735868, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.67423, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.674777, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6749241, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6750772, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.675217, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.675741, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6765592, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.677651, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.677938, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.678528, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.679352, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.684663, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.685375, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.686291, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6870568, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.687815, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.688815, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.688994, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6891031, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.692022, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.699748, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6998882, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.6999638, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.700545, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.702155, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.702504, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.702784, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.703061, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7033842, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.703583, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.703788, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.704148, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.704298, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7044969, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.705735, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.705863, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.705984, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.706162, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.706281, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.706384, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.70733, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.707731, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7086852, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.708853, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.709019, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7091851, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7093298, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.709495, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.710293, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.710947, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.712312, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.712569, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.712818, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7130592, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.713299, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.713569, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.713846, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.714089, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.714419, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.714525, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.71469, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7147899, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.715167, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.715863, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.716907, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.717506, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7183092, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7187881, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.718923, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7190552, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.719188, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.719328, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722337, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722502, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722667, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.722827, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7247329, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.725698, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.725844, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7261288, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.72642, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7265549, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.72668, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.726804, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.726932, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.727421, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7280178, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.72852, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.728725, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7289522, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.729213, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7303932, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7344089, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7347891, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7351758, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.736788, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.737366, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.737947, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.738111, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7382689, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7384489, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.73861, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7387671, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.739607, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7409122, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.741636, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.741805, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7419672, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742134, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742293, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742471, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742723, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742827, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.742927, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.743572, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.744961, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.745145, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7460108, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.749611, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.754326, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.755768, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756116, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7562711, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756472, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756814, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.756926, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7570481, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.75715, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.75725, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7575119, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.757618, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.757718, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.758122, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.758522, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.75998, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.762037, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.763011, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.764302, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7660851, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.7670789, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1716503036.768071, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "a7556a4809cf912638449490540cadb6998dbe367e138e37ed9a19509e08025c"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.09746, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "a3c927ff4c1718d734f0c5a53acbe209ec943f5c1fea63657660fcfd223d2264"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.1059031, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "56e510b4ce758ed1d8636ce376daebb9ef1a73e8b05eccc38810450fc0525b70"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.1089869, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "4402f642a53a531e31f3361f7608d5c8411c56027d3f398214df1387cc31f560"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.1125991, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "e20cdfc0ce683d59bd386f2e36f554564f54e0fda03017131ff4c4c84a68d367"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.115642, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(clicks) as clicks, \n        sum(impressions) as impressions,\n        sum(spend) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "b63ac8e3638fba2929417bf63443974542177a5a1569d6e65c0b751b5ef543d1"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1716503037.11872, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(conversion_value) as total_value\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(ads.conversion_value) as total_value\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.total_value != account_report.total_value\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.total_value != ad_set_report.total_value\n\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.total_value != campaign_report.total_value\n\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.total_value != url_report.total_value", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["source.facebook_ads_source.facebook_ads.campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["source.facebook_ads_source.facebook_ads.creative_history"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["source.facebook_ads_source.facebook_ads.account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "source.facebook_ads_source.facebook_ads.account_history": [], "source.facebook_ads_source.facebook_ads.ad_history": [], "source.facebook_ads_source.facebook_ads.ad_set_history": [], "source.facebook_ads_source.facebook_ads.basic_ad": [], "source.facebook_ads_source.facebook_ads.basic_ad_actions": [], "source.facebook_ads_source.facebook_ads.campaign_history": [], "source.facebook_ads_source.facebook_ads.creative_history": []}, "child_map": 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"ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", 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"timestamp", "updated_time": "timestamp"}}, "created_at": 1730844317.588903, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_actions_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_basic_ad_actions_data.csv", "original_file_path": "seeds/facebook_ads_basic_ad_actions_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_basic_ad_actions_data"], "alias": "facebook_ads_basic_ad_actions_data", "checksum": {"name": "sha256", "checksum": "4823aad419ec31daf234c8fe026ae942b9fc3de7d88978eb41e962a1d6339036"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp", "value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}}, "created_at": 1730844317.590485, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "model.facebook_ads.facebook_ads__url_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_report.sql", "original_file_path": "models/facebook_ads__url_report.sql", "unique_id": "model.facebook_ads.facebook_ads__url_report", "fqn": ["facebook_ads", "facebook_ads__url_report"], "alias": "facebook_ads__url_report", "checksum": {"name": "sha256", "checksum": "8256e28e72ad73b52945c897a6d492f1d0bb4ab175dc8d2bf683b85404d4a194"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.068755, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.076205, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "26aee966765f4d5ad9274c1ff21010dd81e0ae49e733806d2acd9d77578b65d3"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.073453, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "d5ef50dabc7d8c0ad42fc617c7a1ee4f51feb7d3da6a1caac2b67d5f2ac663ab"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.0748942, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "2654acd6ea7b51b961cd70d816b7866189a2de8bcb5c11066661da33a2de77db"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.0706172, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "ddf184924ba5b865ae53d491ab259d7abf08b5af40b8ab3deac2b16400a70462"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.0723789, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.822285, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "837aaeba3f7d22283a331eabc0f5e78b20d63e7b8c86224cf63faa92cb99f9e5"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.853413, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n        \n        {# Iterate over each action_type to split it into a distinct column for deep dives #}\n        {# {% for action_type in var('facebook_ads__conversion_action_types') %}\n        {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n\n            , sum(case when \n                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}\n                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions else 0 end) as {{ dbt_utils.slugify(action_column) }}\n\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {# Iterate over each action_type to split it into a distinct column for deep dives #}\n        {# {% for action_type in var('facebook_ads__conversion_action_types') %}\n        {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n\n            , sum(case when \n                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}\n                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions_value else 0 end) as {{ dbt_utils.slugify(action_column) }}_value\n                    \n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n        {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n\n            , action_metrics.{{ dbt_utils.slugify(action_column) }}\n            , action_value_metrics.{{ dbt_utils.slugify(action_column) }}_value\n\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n        \n        \n        \n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n        \n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e21fcb08de77875c776508414c95f761ef3a96454da41248b4739554c581a20b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.211057, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.2105489, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "4226d448f6cd6d877ea0a900397bcf7d0e1df5a7a036cbbe9287aef50aba4f8d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.2114189, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_action_values_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.209706, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.20699, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.205018, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.205733, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.206363, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.96992, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.9897852, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.994098, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.998556, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.002792, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.0074408, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.011637, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.015784, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1730844318.116535, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1730844318.118303, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.130659, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1730844318.131701, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.134228, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1730844318.135233, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.1376152, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1730844318.138595, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.140977, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1730844318.142012, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.1451259, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1730844318.146114, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.212039, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.213121, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1730844318.21412, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.216703, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2177439, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1730844318.2187421, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.22122, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.222189, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1730844318.223157, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2255769, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.226615, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1730844318.227697, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.23019, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2313118, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1730844318.232348, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.235251, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2365901, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1730844318.237621, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1730844318.2408378, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1730844318.243476, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1730844318.3013172}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1730844318.302092}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1730844318.302219}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1730844318.302389}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1730844318.302508}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1730844318.302617}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1730844318.3027341}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1730844318.302859}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6206248, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.620864, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.62116, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.626108, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.626631, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.626785, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6269429, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.627095, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.62725, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.627436, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.627713, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6278799, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.628309, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.628698, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.629478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6298199, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.630167, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6305861, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6307478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.631479, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.632054, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6326988, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.637121, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.638394, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.639819, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.642165, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.642462, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.643191, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6438222, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.647687, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.648142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6483068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6484458, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.648652, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.648795, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.650259, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.651168, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6520162, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.654995, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.656339, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6569102, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.65789, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.658556, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.659631, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.661262, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.66173, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.662006, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.662815, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6633248, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.66355, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.664046, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6645381, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6647308, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.66557, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6657112, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.666303, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6665118, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.667097, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.667406, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668007, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668142, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668424, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668587, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668829, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.670756, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.671031, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.671277, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6716008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.671809, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.673252, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.676081, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.676175, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.67627, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6765509, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6766589, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.676927, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.67812, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6782458, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.678478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.678658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6788611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.678951, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.679067, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6793568, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.680352, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6809611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.681134, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6816099, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.681855, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.68226, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.682752, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.684394, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.684662, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6848462, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.685031, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.685162, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6853251, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6854558, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6860611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.686244, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.686538, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.68674, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6874392, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6876721, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.687904, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.688181, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.688411, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.689464, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.689653, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6897962, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.690133, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.690303, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.690748, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6911108, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.691419, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6921768, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.692877, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.696198, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.696655, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.696884, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.69782, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.698006, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.698189, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6995862, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.701102, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709036, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709346, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709512, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7096121, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7097669, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709881, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.710081, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.710314, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.712508, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.712775, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7132611, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.713716, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.714412, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.71489, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.715188, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.71554, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7159638, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.716168, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.716372, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.722238, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.725088, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.726273, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7265742, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.726783, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.727372, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7277582, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.728128, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.729874, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.735136, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.735552, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7358289, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7372642, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.737517, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7381911, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7412329, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.744446, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.746316, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7469099, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.747604, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.747862, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7486231, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.756282, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.758079, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.758358, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7593658, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7596412, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7603111, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7609768, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.762144, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.762402, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.762603, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7629929, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7632709, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.763614, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.763861, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7641568, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.764353, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.764512, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7646961, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.764859, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7651389, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.770379, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.776433, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.77768, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7788641, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.779809, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7801542, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.78028, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.780598, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.780797, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.784759, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.788094, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.79382, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7947469, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7949922, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.795485, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.795676, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.795809, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7959502, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7960682, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7962291, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7963488, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.796822, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.797007, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.798552, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.799053, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7994628, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7999942, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8002691, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8005571, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.800956, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.801217, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8019688, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802378, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802571, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802782, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802987, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8038, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8052511, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.805682, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.805933, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8062022, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.806423, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.80674, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.806946, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.807662, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808087, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808291, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808581, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808921, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.809189, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.809651, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.810109, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.810438, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8106408, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.810883, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8110049, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.81127, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.811488, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.811789, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.811921, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.812186, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.812329, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8130429, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.813256, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.813545, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.813689, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8139899, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.814136, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.815182, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.815308, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8158422, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.816013, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.816144, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.817462, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.817834, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8181682, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8184152, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.818534, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8188002, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8189409, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.819202, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8193622, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8202062, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.820384, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.820801, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.821464, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.821911, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.82209, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8222651, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.822508, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.82263, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.823691, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.823861, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8253639, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.825589, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.825836, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.826139, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8262882, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8267221, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8268878, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.827074, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.827501, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.827845, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.828139, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.828382, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.82897, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.830517, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.831143, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8314612, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.833559, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.834812, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.835547, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8357959, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.836065, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8361511, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.836952, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.837612, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.837852, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8382132, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8385432, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.83882, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8391402, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.839301, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.839542, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.839665, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.840495, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.840899, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.841084, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.841579, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.841831, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8419352, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842268, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842514, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842731, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842807, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8430579, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8431969, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.843481, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.843615, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.844257, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.844646, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8449721, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.84513, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.845404, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8455381, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.845786, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.845941, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8463528, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.846547, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.846936, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8470778, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.84733, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.847518, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.847807, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8479428, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.848186, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.848299, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8492422, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.849408, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8495722, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.849725, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.849885, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8500412, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850213, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.85039, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850546, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850688, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8508532, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850999, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.851153, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.851292, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8515909, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.851794, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852032, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852133, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852462, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852718, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852864, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.853384, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.853547, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8537621, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854028, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854153, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854518, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854754, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.855027, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.855159, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8555279, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.855712, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8558688, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8561049, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.856917, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.857192, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.857337, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.85745, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8578901, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8580701, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.858148, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8583171, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8584871, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.859355, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.859494, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8596559, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8600729, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8602629, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.860404, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8605561, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.860682, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8630972, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8632908, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.863532, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.86395, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864216, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864552, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864736, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864927, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.865178, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.86573, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.865959, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.866108, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.866816, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8673, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8676338, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.867879, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.869847, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.869994, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.870188, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.870313, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8707352, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8709362, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8710558, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871365, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871569, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871794, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871999, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.872223, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8728929, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.873081, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.873319, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.873545, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.874665, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.875077, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8752582, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8754401, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.876108, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.876391, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8766432, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.876821, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.877093, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8776891, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.881315, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.881597, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.881902, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.88223, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.882431, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.882637, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.882845, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8830988, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.883303, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8835998, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8837829, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.88394, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.884119, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8842921, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.884456, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8846028, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.884806, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.885057, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.887423, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.887587, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8879051, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.888128, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.888344, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.888532, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8896892, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8900218, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8902102, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.890551, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.890785, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.891416, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.891671, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.892562, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8960729, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.896642, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.897789, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.898022, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8981261, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8999512, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9001029, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.900893, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.901288, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.901841, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.902299, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9023721, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.902899, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.903281, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.903616, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.903906, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.904274, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.904823, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.905308, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.905937, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.906244, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9065542, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9076328, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.908632, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9094772, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.910499, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.911129, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.911458, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.912168, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.912967, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.913603, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.914114, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.914793, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.915253, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.915798, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.916435, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.917103, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.917941, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.918562, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.919173, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.919698, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.920028, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.920416, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.920757, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.921403, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.92221, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.923188, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.924238, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.926294, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9304168, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.931011, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9313228, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9351099, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9365902, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.936873, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9370391, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9374878, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9377658, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.937969, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.93823, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.938494, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9392939, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9402509, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.941021, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.941643, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.941877, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.942244, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.942645, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9432828, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.943598, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.943938, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.944641, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.945477, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.94636, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.946792, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.946986, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.947519, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.948338, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.949179, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.94958, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9498591, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9511812, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9526222, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.954206, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9559948, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.956383, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.956564, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.96016, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.963826, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.96418, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.964443, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.965495, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.965724, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9659038, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9661179, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9663, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.966472, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9666429, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.967044, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.967285, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.96767, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9682019, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9685388, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.968866, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.972359, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9727519, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.97355, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.974299, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.974807, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.975979, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.977439, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.978529, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.979337, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.979896, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.980652, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9815161, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.982066, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9822762, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.982707, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9833338, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.983823, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.984464, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985044, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985188, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9853299, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985473, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985996, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.98683, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.987947, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.988232, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.988831, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9896162, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.995123, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.995821, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.996811, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.997605, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9983501, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.999338, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9995542, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9997241, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0027788, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.010728, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.010874, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0109508, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.011509, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.013063, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.013383, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.013655, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0139232, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.014236, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0145779, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.014854, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.015291, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.015449, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.015695, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.01709, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0172749, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0174, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.017584, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.017695, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.017803, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.01879, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.019176, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0201228, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020283, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020444, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020604, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020747, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0209038, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.021664, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.022295, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.02366, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0238988, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0241349, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.024493, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0247948, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.025082, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0253608, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.025614, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.025992, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026104, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026316, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026418, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026798, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.027498, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0285351, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0291588, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030095, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030645, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030794, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030933, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.031067, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0312052, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.034243, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.034414, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0345778, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0347352, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0364769, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0374558, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.037607, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.03789, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038191, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038325, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038452, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038578, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0387032, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.039208, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.039766, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.04027, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.040472, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.040697, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.040956, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.042284, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.046315, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.046701, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0471091, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.048728, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.049282, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0498528, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050008, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050161, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050325, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050472, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0506198, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.051479, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.052711, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.053439, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.053602, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.053778, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0539389, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054105, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054282, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054539, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054646, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054751, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.05539, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.056821, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.056992, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.057813, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.061419, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0660841, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.067519, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.06787, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.068025, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0682292, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0685692, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.068684, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.068798, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0689018, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.069003, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0692658, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.069369, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.069469, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0698571, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.070245, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.071691, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0737002, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.074652, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.075883, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.077583, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0785332, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.079471, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()},\n    {\"name\": \"_7_d_click\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0806358, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "e14101efad19856b4dc7db2863e183615e4b56b84c687aa4974cf45870408600"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.463994, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "e0c982bd19d043e86b4013bdb6b58b24c22aebb61a99b31e40c1bf58fd419f18"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.481127, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "9e304afc49509ed8fd96db68ab5b4efce292c7678e9978f50d88219cfe52be65"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.484384, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "02ff5685b9041fcdda4b9786fce946ab1ed4f3b27db61b86bc6c3f7f0fee9f5f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.487367, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "d47be60d28d5e332543d1f1246d19bcc5201c6d625831f4369d1984aa1007f0b"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.4904919, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.493854, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.4989948, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": 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["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads.int_facebook_ads__conversions", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads.int_facebook_ads__conversions", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads.int_facebook_ads__creative_history", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261"], 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["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], 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["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "source.facebook_ads_source.facebook_ads.campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "source.facebook_ads_source.facebook_ads.creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}, "unit_tests": {}}
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 43e8eea..a45b21b 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -24,7 +24,7 @@ vars:
     - pattern: offsite_conversion%
     - name: onsite_conversion.purchase
       where_sql: 'ad_id != 1234'
-    
+
 models:
   +schema: "facebook_ads_{{ var('directed_schema','dev') }}"
 
diff --git a/models/facebook.yml b/models/facebook.yml
index 7c55cc4..11ceccc 100644
--- a/models/facebook.yml
+++ b/models/facebook.yml
@@ -118,7 +118,6 @@ models:
         description: Total monetary of conversions using the default attribution window on the given day.
       - name: conversion_domain
         description: The domain you've configured the ad to convert to.
-## TODO add yml for default conversion fields pivoted out
 
   - name: facebook_ads__ad_set_report
     description: Each record represents the daily performance of a Facebook ad set.
@@ -161,7 +160,17 @@ models:
         description: Total monetary of conversions using the default attribution window on the given day.
       - name: optimization_goal
         description: The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
-        
+      - name: start_at
+        description: Timestamp of designated ad set start time.
+      - name: end_at
+        description: Timestamp of designated ad set end time.
+      - name: bid_strategy
+        description: Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.
+      - name: daily_budget
+        description: Daily budget of ad set.
+      - name: budget_remaining
+        description: Remaining budget of ad set.
+
   - name: facebook_ads__campaign_report
     description: Each record represents the daily performance of a Facebook campaign.
     tests:
@@ -196,6 +205,18 @@ models:
         description: Total number of conversions using the default attribution window on the given day.
       - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
+      - name: start_at
+        description: Timestamp of designated campaign start time.
+      - name: end_at
+        description: Timestamp of designated campaign end time.
+      - name: daily_budget
+        description: Daily budget of campaign.
+      - name: budget_remaining
+        description: Remaining budget of campaign.
+      - name: lifetime_budget
+        description: Lifetime budget of the campaign.
+      - name: status
+        description: Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.
 
   - name: facebook_ads__account_report
     description: Each record represents the daily performance of a Facebook account.
@@ -226,7 +247,17 @@ models:
         description: Total number of conversions using the default attribution window on the given day.
       - name: conversions_value
         description: Total monetary of conversions using the default attribution window on the given day.
-        
+      - name: account_status
+        description: Current status of account.
+      - name: business_country_code
+        description: Country code of business associated to account.
+      - name: created_at
+        description: The time account was created.
+      - name: currency
+        description: Currency associated with account.
+      - name: timezone_name
+        description: Timezone associated with account.
+
   - name: facebook_ads__url_tags
     description: Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field
     tests:

From e5b74f3de1287e1eb39c018181db7dc332e9b49f Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 5 Nov 2024 15:32:04 -0800
Subject: [PATCH 30/44] remove commented out code and polish things

---
 README.md                                     |  8 ++---
 docs/catalog.json                             |  2 +-
 docs/manifest.json                            |  2 +-
 models/facebook_ads__account_report.sql       |  6 ----
 models/facebook_ads__ad_report.sql            |  6 ----
 models/facebook_ads__ad_set_report.sql        |  6 ----
 models/facebook_ads__campaign_report.sql      |  6 ----
 models/facebook_ads__url_report.sql           |  6 ----
 .../int_facebook_ads__conversions.sql         | 30 +------------------
 9 files changed, 7 insertions(+), 65 deletions(-)

diff --git a/README.md b/README.md
index 98286a8..20b66c1 100644
--- a/README.md
+++ b/README.md
@@ -110,7 +110,7 @@ vars:
       - name: "_7_d_click"
         alias: "conversion_value_7d_click"
       - name: "_1_d_view"
-    facebook_ads__basic_ad_action_values_passthrough_metrics: # add conversion metrics found in BASIC_AD_ACTIONS
+    facebook_ads__basic_ad_action_values_passthrough_metrics: # add conversion metrics found in BASIC_AD_ACTION_VALUES
       - name: "_7_d_click"
         alias: "conversion_value_7d_click"
       - name: "_1_d_view"
@@ -135,13 +135,13 @@ However, you may choose your own `action_types` to consider as conversions. To d
 # dbt_project.yml
 vars:
   facebook_ads__conversion_action_types: # case-insensitive
-    - name: exact_conversion_action_type_name # will grab `basic_ad_actions` records where action_type = 'exact_conversion_action_type_name'
+    - name: exact_conversion_action_type_name # will grab `basic_ad_actions` and `basic_ad_action_values` records where action_type = 'exact_conversion_action_type_name'
     - pattern: onsite_conversion% # will grab all `onsite_conversion%` records
     - name: offsite_conversion.custom.my_custom_conversion_123
     - name: very_specific_conversion_action
-      where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` records where (action_type = very_specific_conversion_action and {{ where_sql }})
+      where_sql: source_relation = 'specific advertiser source' # will grab `basic_ad_actions` and `basic_ad_action_values` records where (action_type = very_specific_conversion_action and {{ where_sql }})
     - pattern: subscribe%
-      where_sql: source_relation = 'advertiser who only cares about subscriptions' # will grab `basic_ad_actions` records where (action_type like 'subscribe%' and {{ where_sql }})
+      where_sql: source_relation = 'advertiser who only cares about subscriptions' # will grab `basic_ad_actions` and `basic_ad_action_values` records where (action_type like 'subscribe%' and {{ where_sql }})
 ```
 
 > **Note**: Please ensure to exercise due diligence when adding or removing conversion action types. The action types added by default have been heavily vetted by our friends at [Seer Interactive](https://www.seerinteractive.com/) and the Fivetran team maintaining this package for accuracy. There are many ways to accidentally double-count conversion values, as some action types are hierarchical/aggregates or overlap with others. Reference the action type descriptions in the Meta [API docs](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/) to ensure you select action types that appropriately and accurately fit your use case.
diff --git a/docs/catalog.json b/docs/catalog.json
index c9fcf4a..689a077 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.8.7", "generated_at": "2024-11-05T22:05:59.362116Z", "invocation_id": "2828659a-7e90-45d5-b13a-87361be7e582", "env": {}}, "nodes": {"model.facebook_ads.facebook_ads__account_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "account_status": {"type": "STRING", "index": 5, "name": "account_status", "comment": null}, "business_country_code": {"type": "STRING", "index": 6, "name": "business_country_code", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 7, "name": "created_at", "comment": null}, "currency": {"type": "STRING", "index": 8, "name": "currency", "comment": null}, "timezone_name": {"type": "STRING", "index": 9, "name": "timezone_name", "comment": null}, "clicks": {"type": "INT64", "index": 10, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 11, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 12, "name": "spend", "comment": null}, "conversions": {"type": "FLOAT64", "index": 13, "name": "conversions", "comment": null}, "conversions_value": {"type": "FLOAT64", "index": 14, "name": "conversions_value", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 9, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 756, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__account_report"}, "model.facebook_ads.facebook_ads__ad_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "INT64", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "STRING", "index": 8, "name": "ad_set_name", "comment": null}, "ad_id": {"type": "INT64", "index": 9, "name": "ad_id", "comment": null}, "ad_name": {"type": "STRING", "index": 10, "name": "ad_name", "comment": null}, "conversion_domain": {"type": "STRING", "index": 11, "name": "conversion_domain", "comment": null}, "clicks": {"type": "INT64", "index": 12, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 13, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 14, "name": "spend", "comment": null}, "conversions": {"type": "FLOAT64", "index": 15, "name": "conversions", "comment": null}, "conversions_value": {"type": "FLOAT64", "index": 16, "name": "conversions_value", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1640, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__ad_report"}, "model.facebook_ads.facebook_ads__ad_set_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "INT64", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "STRING", "index": 8, "name": "ad_set_name", "comment": null}, "start_at": {"type": "TIMESTAMP", "index": 9, "name": "start_at", "comment": null}, "end_at": {"type": "TIMESTAMP", "index": 10, "name": "end_at", "comment": null}, "bid_strategy": {"type": "STRING", "index": 11, "name": "bid_strategy", "comment": null}, "daily_budget": {"type": "INT64", "index": 12, "name": "daily_budget", "comment": null}, "budget_remaining": {"type": "INT64", "index": 13, "name": "budget_remaining", "comment": null}, "optimization_goal": {"type": "STRING", "index": 14, "name": "optimization_goal", "comment": null}, "clicks": {"type": "INT64", "index": 15, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 16, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 17, "name": "spend", "comment": null}, "conversions": {"type": "FLOAT64", "index": 18, "name": "conversions", "comment": null}, "conversions_value": {"type": "FLOAT64", "index": 19, "name": "conversions_value", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1520, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__ad_set_report"}, "model.facebook_ads.facebook_ads__campaign_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "start_at": {"type": "TIMESTAMP", "index": 7, "name": "start_at", "comment": null}, "end_at": {"type": "TIMESTAMP", "index": 8, "name": "end_at", "comment": null}, "status": {"type": "STRING", "index": 9, "name": "status", "comment": null}, "daily_budget": {"type": "INT64", "index": 10, "name": "daily_budget", "comment": null}, "lifetime_budget": {"type": "INT64", "index": 11, "name": "lifetime_budget", "comment": null}, "budget_remaining": {"type": "FLOAT64", "index": 12, "name": "budget_remaining", "comment": null}, "clicks": {"type": "INT64", "index": 13, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 14, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 15, "name": "spend", "comment": null}, "conversions": {"type": "FLOAT64", "index": 16, "name": "conversions", "comment": null}, "conversions_value": {"type": "FLOAT64", "index": 17, "name": "conversions_value", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1180, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__campaign_report"}, "model.facebook_ads.facebook_ads__url_report": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_report", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "date_day": {"type": "DATE", "index": 2, "name": "date_day", "comment": null}, "account_id": {"type": "INT64", "index": 3, "name": "account_id", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "campaign_id": {"type": "INT64", "index": 5, "name": "campaign_id", "comment": null}, "campaign_name": {"type": "STRING", "index": 6, "name": "campaign_name", "comment": null}, "ad_set_id": {"type": "INT64", "index": 7, "name": "ad_set_id", "comment": null}, "ad_set_name": {"type": "STRING", "index": 8, "name": "ad_set_name", "comment": null}, "ad_id": {"type": "INT64", "index": 9, "name": "ad_id", "comment": null}, "ad_name": {"type": "STRING", "index": 10, "name": "ad_name", "comment": null}, "creative_id": {"type": "INT64", "index": 11, "name": "creative_id", "comment": null}, "creative_name": {"type": "STRING", "index": 12, "name": "creative_name", "comment": null}, "base_url": {"type": "STRING", "index": 13, "name": "base_url", "comment": null}, "url_host": {"type": "STRING", "index": 14, "name": "url_host", "comment": null}, "url_path": {"type": "STRING", "index": 15, "name": "url_path", "comment": null}, "utm_source": {"type": "STRING", "index": 16, "name": "utm_source", "comment": null}, "utm_medium": {"type": "STRING", "index": 17, "name": "utm_medium", "comment": null}, "utm_campaign": {"type": "STRING", "index": 18, "name": "utm_campaign", "comment": null}, "utm_content": {"type": "STRING", "index": 19, "name": "utm_content", "comment": null}, "utm_term": {"type": "STRING", "index": 20, "name": "utm_term", "comment": null}, "clicks": {"type": "INT64", "index": 21, "name": "clicks", "comment": null}, "impressions": {"type": "INT64", "index": 22, "name": "impressions", "comment": null}, "spend": {"type": "FLOAT64", "index": 23, "name": "spend", "comment": null}, "conversions": {"type": "FLOAT64", "index": 24, "name": "conversions", "comment": null}, "conversions_value": {"type": "FLOAT64", "index": 25, "name": "conversions_value", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 0, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 0, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__url_report"}, "model.facebook_ads.facebook_ads__url_tags": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "_fivetran_id": {"type": "STRING", "index": 2, "name": "_fivetran_id", "comment": null}, "creative_id": {"type": "INT64", "index": 3, "name": "creative_id", "comment": null}, "key": {"type": "STRING", "index": 4, "name": "key", "comment": null}, "value": {"type": "STRING", "index": 5, "name": "value", "comment": null}, "type": {"type": "STRING", "index": 6, "name": "type", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 220, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 14410, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.facebook_ads__url_tags"}, "model.facebook_ads.int_facebook_ads__conversions": {"metadata": {"type": "view", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "ad_id": {"type": "INT64", "index": 2, "name": "ad_id", "comment": null}, "date_day": {"type": "DATE", "index": 3, "name": "date_day", "comment": null}, "conversions": {"type": "FLOAT64", "index": 4, "name": "conversions", "comment": null}, "conversions_value": {"type": "FLOAT64", "index": 5, "name": "conversions_value", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.int_facebook_ads__conversions"}, "model.facebook_ads.int_facebook_ads__creative_history": {"metadata": {"type": "view", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "_fivetran_id": {"type": "STRING", "index": 2, "name": "_fivetran_id", "comment": null}, "creative_id": {"type": "INT64", "index": 3, "name": "creative_id", "comment": null}, "account_id": {"type": "INT64", "index": 4, "name": "account_id", "comment": null}, "creative_name": {"type": "STRING", "index": 5, "name": "creative_name", "comment": null}, "url": {"type": "STRING", "index": 6, "name": "url", "comment": null}, "base_url": {"type": "STRING", "index": 7, "name": "base_url", "comment": null}, "url_host": {"type": "STRING", "index": 8, "name": "url_host", "comment": null}, "url_path": {"type": "STRING", "index": 9, "name": "url_path", "comment": null}, "utm_source": {"type": "STRING", "index": 10, "name": "utm_source", "comment": null}, "utm_medium": {"type": "STRING", "index": 11, "name": "utm_medium", "comment": null}, "utm_campaign": {"type": "STRING", "index": 12, "name": "utm_campaign", "comment": null}, "utm_content": {"type": "STRING", "index": 13, "name": "utm_content", "comment": null}, "utm_term": {"type": "STRING", "index": 14, "name": "utm_term", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.facebook_ads.int_facebook_ads__creative_history"}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"metadata": {"type": "table", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"source_relation": {"type": "STRING", "index": 1, "name": "source_relation", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 3, "name": "_fivetran_synced", "comment": null}, "account_name": {"type": "STRING", "index": 4, "name": "account_name", "comment": null}, "account_status": {"type": "STRING", "index": 5, "name": "account_status", "comment": null}, "business_country_code": {"type": "STRING", "index": 6, "name": "business_country_code", "comment": null}, "created_at": {"type": "TIMESTAMP", "index": 7, "name": "created_at", "comment": null}, "currency": {"type": "STRING", "index": 8, "name": "currency", "comment": 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diff --git a/docs/manifest.json b/docs/manifest.json
index e8eb91e..13a0b77 100644
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"sha256", "checksum": "8256e28e72ad73b52945c897a6d492f1d0bb4ab175dc8d2bf683b85404d4a194"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.068755, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.076205, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "26aee966765f4d5ad9274c1ff21010dd81e0ae49e733806d2acd9d77578b65d3"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.073453, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "d5ef50dabc7d8c0ad42fc617c7a1ee4f51feb7d3da6a1caac2b67d5f2ac663ab"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.0748942, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "2654acd6ea7b51b961cd70d816b7866189a2de8bcb5c11066661da33a2de77db"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.0706172, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "ddf184924ba5b865ae53d491ab259d7abf08b5af40b8ab3deac2b16400a70462"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.0723789, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}\n            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.822285, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "837aaeba3f7d22283a331eabc0f5e78b20d63e7b8c86224cf63faa92cb99f9e5"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.853413, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n        \n        {# Iterate over each action_type to split it into a distinct column for deep dives #}\n        {# {% for action_type in var('facebook_ads__conversion_action_types') %}\n        {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n\n            , sum(case when \n                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}\n                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions else 0 end) as {{ dbt_utils.slugify(action_column) }}\n\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {# Iterate over each action_type to split it into a distinct column for deep dives #}\n        {# {% for action_type in var('facebook_ads__conversion_action_types') %}\n        {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n\n            , sum(case when \n                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}\n                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions_value else 0 end) as {{ dbt_utils.slugify(action_column) }}_value\n                    \n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n\n        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}\n        {%- set action_column = action_type.name|default(action_type.pattern)|replace(\".\", \"_\") %}\n\n            , action_metrics.{{ dbt_utils.slugify(action_column) }}\n            , action_value_metrics.{{ dbt_utils.slugify(action_column) }}_value\n\n        {%- endfor -%} #}\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n        \n        \n        \n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n        \n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n\n        \n\n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e21fcb08de77875c776508414c95f761ef3a96454da41248b4739554c581a20b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.211057, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.2105489, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "4226d448f6cd6d877ea0a900397bcf7d0e1df5a7a036cbbe9287aef50aba4f8d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.2114189, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_action_values_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.209706, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.20699, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.205018, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.205733, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730844318.206363, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.96992, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.9897852, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.994098, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844317.998556, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.002792, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.0074408, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.011637, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730844318.015784, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1730844318.116535, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1730844318.118303, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.130659, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1730844318.131701, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.134228, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1730844318.135233, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.1376152, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1730844318.138595, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.140977, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1730844318.142012, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.1451259, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1730844318.146114, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.212039, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.213121, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1730844318.21412, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.216703, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2177439, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1730844318.2187421, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.22122, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.222189, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1730844318.223157, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2255769, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.226615, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1730844318.227697, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.23019, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2313118, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1730844318.232348, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.235251, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730844318.2365901, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1730844318.237621, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1730844318.2408378, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1730844318.243476, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1730844318.3013172}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1730844318.302092}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1730844318.302219}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1730844318.302389}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1730844318.302508}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1730844318.302617}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1730844318.3027341}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1730844318.302859}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6206248, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.620864, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.62116, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.626108, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.626631, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.626785, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6269429, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.627095, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.62725, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.627436, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.627713, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6278799, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.628309, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.628698, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.629478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6298199, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.630167, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6305861, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6307478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.631479, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.632054, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6326988, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.637121, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.638394, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.639819, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.642165, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.642462, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.643191, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6438222, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.647687, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.648142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6483068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6484458, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.648652, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.648795, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.650259, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.651168, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6520162, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.654995, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.656339, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6569102, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.65789, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.658556, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.659631, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.661262, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.66173, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.662006, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.662815, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6633248, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.66355, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.664046, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6645381, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6647308, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.66557, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6657112, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.666303, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6665118, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.667097, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.667406, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668007, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668142, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668424, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668587, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.668829, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.670756, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.671031, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.671277, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6716008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.671809, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.673252, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.676081, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.676175, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.67627, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6765509, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6766589, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.676927, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.67812, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6782458, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.678478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.678658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6788611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.678951, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.679067, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6793568, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.680352, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6809611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.681134, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6816099, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.681855, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.68226, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.682752, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.684394, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.684662, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6848462, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.685031, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.685162, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6853251, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6854558, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6860611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.686244, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.686538, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.68674, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6874392, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6876721, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.687904, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.688181, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.688411, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.689464, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.689653, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6897962, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.690133, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.690303, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.690748, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6911108, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.691419, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6921768, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.692877, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.696198, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.696655, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.696884, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.69782, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.698006, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.698189, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.6995862, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.701102, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709036, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709346, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709512, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7096121, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7097669, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.709881, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.710081, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.710314, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.712508, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.712775, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7132611, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.713716, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.714412, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.71489, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.715188, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.71554, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7159638, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.716168, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.716372, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.722238, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.725088, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.726273, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7265742, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.726783, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.727372, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7277582, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.728128, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.729874, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.735136, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.735552, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7358289, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7372642, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.737517, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7381911, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7412329, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.744446, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.746316, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7469099, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.747604, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.747862, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7486231, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.756282, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.758079, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.758358, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7593658, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7596412, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7603111, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7609768, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.762144, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.762402, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.762603, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7629929, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7632709, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.763614, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.763861, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7641568, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.764353, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.764512, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7646961, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.764859, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7651389, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.770379, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.776433, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.77768, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7788641, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.779809, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7801542, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.78028, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.780598, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.780797, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.784759, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.788094, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.79382, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7947469, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7949922, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.795485, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.795676, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.795809, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7959502, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7960682, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7962291, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7963488, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.796822, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.797007, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.798552, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.799053, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7994628, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.7999942, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8002691, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8005571, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.800956, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.801217, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8019688, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802378, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802571, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802782, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.802987, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8038, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8052511, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.805682, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.805933, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8062022, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.806423, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.80674, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.806946, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.807662, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808087, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808291, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808581, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.808921, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.809189, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.809651, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.810109, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.810438, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8106408, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.810883, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8110049, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.81127, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.811488, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.811789, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.811921, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.812186, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.812329, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8130429, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.813256, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.813545, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.813689, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8139899, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.814136, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.815182, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.815308, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8158422, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.816013, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.816144, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.817462, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.817834, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8181682, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8184152, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.818534, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8188002, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8189409, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.819202, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8193622, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8202062, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.820384, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.820801, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.821464, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.821911, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.82209, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8222651, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.822508, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.82263, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.823691, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.823861, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8253639, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.825589, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.825836, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.826139, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8262882, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8267221, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8268878, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.827074, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.827501, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.827845, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.828139, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.828382, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.82897, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.830517, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.831143, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8314612, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.833559, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.834812, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.835547, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8357959, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.836065, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8361511, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.836952, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.837612, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.837852, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8382132, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8385432, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.83882, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8391402, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.839301, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.839542, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.839665, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.840495, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.840899, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.841084, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.841579, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.841831, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8419352, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842268, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842514, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842731, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.842807, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8430579, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8431969, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.843481, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.843615, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.844257, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.844646, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8449721, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.84513, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.845404, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8455381, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.845786, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.845941, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8463528, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.846547, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.846936, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8470778, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.84733, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.847518, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.847807, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8479428, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.848186, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.848299, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8492422, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.849408, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8495722, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.849725, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.849885, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8500412, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850213, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.85039, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850546, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850688, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8508532, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.850999, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.851153, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.851292, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8515909, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.851794, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852032, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852133, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852462, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852718, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.852864, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.853384, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.853547, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8537621, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854028, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854153, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854518, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.854754, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.855027, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.855159, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8555279, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.855712, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8558688, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8561049, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.856917, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.857192, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.857337, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.85745, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8578901, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8580701, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.858148, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8583171, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8584871, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.859355, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.859494, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8596559, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8600729, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8602629, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.860404, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8605561, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.860682, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8630972, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8632908, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.863532, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.86395, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864216, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864552, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864736, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.864927, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.865178, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.86573, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.865959, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.866108, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.866816, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8673, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8676338, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.867879, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.869847, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.869994, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.870188, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.870313, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8707352, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8709362, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8710558, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871365, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871569, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871794, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.871999, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.872223, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8728929, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.873081, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.873319, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.873545, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.874665, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.875077, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8752582, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8754401, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.876108, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.876391, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8766432, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.876821, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.877093, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8776891, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.881315, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.881597, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.881902, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.88223, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.882431, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.882637, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.882845, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8830988, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.883303, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8835998, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8837829, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.88394, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.884119, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8842921, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.884456, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8846028, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.884806, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.885057, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.887423, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.887587, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8879051, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.888128, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.888344, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.888532, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8896892, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8900218, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8902102, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.890551, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.890785, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.891416, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.891671, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.892562, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8960729, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.896642, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.897789, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.898022, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8981261, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.8999512, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9001029, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.900893, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.901288, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.901841, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.902299, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9023721, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.902899, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.903281, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.903616, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.903906, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.904274, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.904823, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.905308, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.905937, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.906244, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9065542, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9076328, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.908632, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9094772, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.910499, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.911129, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.911458, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.912168, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.912967, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.913603, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.914114, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.914793, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.915253, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.915798, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.916435, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.917103, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.917941, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.918562, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.919173, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.919698, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.920028, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.920416, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.920757, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.921403, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.92221, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.923188, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.924238, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.926294, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9304168, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.931011, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9313228, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9351099, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9365902, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.936873, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9370391, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9374878, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9377658, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.937969, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.93823, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.938494, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9392939, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9402509, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.941021, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.941643, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.941877, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.942244, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.942645, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9432828, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.943598, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.943938, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.944641, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.945477, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.94636, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.946792, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.946986, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.947519, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.948338, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.949179, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.94958, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9498591, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9511812, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9526222, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.954206, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9559948, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.956383, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.956564, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.96016, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.963826, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.96418, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.964443, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.965495, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.965724, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9659038, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9661179, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9663, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.966472, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9666429, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.967044, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.967285, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.96767, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9682019, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9685388, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.968866, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.972359, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9727519, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.97355, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.974299, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.974807, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.975979, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.977439, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.978529, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.979337, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.979896, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.980652, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9815161, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.982066, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9822762, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.982707, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9833338, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.983823, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.984464, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985044, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985188, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9853299, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985473, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.985996, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.98683, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.987947, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.988232, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.988831, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9896162, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.995123, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.995821, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.996811, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.997605, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9983501, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.999338, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9995542, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844316.9997241, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0027788, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.010728, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.010874, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0109508, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.011509, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.013063, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.013383, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.013655, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0139232, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.014236, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0145779, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.014854, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.015291, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.015449, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.015695, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.01709, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0172749, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0174, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.017584, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.017695, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.017803, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.01879, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.019176, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0201228, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020283, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020444, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020604, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.020747, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0209038, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.021664, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.022295, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.02366, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0238988, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0241349, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.024493, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0247948, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.025082, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0253608, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.025614, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.025992, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026104, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026316, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026418, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.026798, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.027498, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0285351, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0291588, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030095, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030645, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030794, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.030933, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.031067, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0312052, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.034243, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.034414, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0345778, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0347352, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0364769, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0374558, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.037607, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.03789, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038191, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038325, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038452, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.038578, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0387032, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.039208, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.039766, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.04027, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.040472, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.040697, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.040956, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.042284, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.046315, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.046701, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0471091, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.048728, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.049282, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0498528, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050008, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050161, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050325, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.050472, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0506198, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.051479, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.052711, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.053439, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.053602, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.053778, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0539389, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054105, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054282, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054539, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054646, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.054751, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.05539, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.056821, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.056992, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.057813, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.061419, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0660841, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.067519, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.06787, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.068025, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0682292, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0685692, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.068684, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.068798, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0689018, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.069003, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0692658, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.069369, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.069469, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0698571, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.070245, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.071691, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0737002, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.074652, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.075883, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.077583, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0785332, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.079471, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()},\n    {\"name\": \"_7_d_click\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730844317.0806358, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "e14101efad19856b4dc7db2863e183615e4b56b84c687aa4974cf45870408600"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.463994, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "e0c982bd19d043e86b4013bdb6b58b24c22aebb61a99b31e40c1bf58fd419f18"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.481127, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "9e304afc49509ed8fd96db68ab5b4efce292c7678e9978f50d88219cfe52be65"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.484384, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "02ff5685b9041fcdda4b9786fce946ab1ed4f3b27db61b86bc6c3f7f0fee9f5f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.487367, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "d47be60d28d5e332543d1f1246d19bcc5201c6d625831f4369d1984aa1007f0b"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.4904919, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.493854, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730844317.4989948, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["source.facebook_ads_source.facebook_ads.campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["source.facebook_ads_source.facebook_ads.creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["source.facebook_ads_source.facebook_ads.account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"], "source.facebook_ads_source.facebook_ads.account_history": [], "source.facebook_ads_source.facebook_ads.ad_history": [], "source.facebook_ads_source.facebook_ads.ad_set_history": [], "source.facebook_ads_source.facebook_ads.basic_ad": [], "source.facebook_ads_source.facebook_ads.basic_ad_actions": [], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": [], "source.facebook_ads_source.facebook_ads.campaign_history": [], "source.facebook_ads_source.facebook_ads.creative_history": []}, "child_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads.int_facebook_ads__creative_history", "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3"], "model.facebook_ads.facebook_ads__campaign_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21"], "model.facebook_ads.facebook_ads__account_report": 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"`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_account_history_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_account_history_data.csv", "original_file_path": "seeds/facebook_ads_account_history_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_account_history_data"], "alias": "facebook_ads_account_history_data", "checksum": {"name": "sha256", "checksum": "92f318955a317f351b928ce94de43eae07f29dc3cadbd0f1a26e62fdba1dc4b1"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1730849297.503844, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_basic_ad_data.csv", "original_file_path": "seeds/facebook_ads_basic_ad_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_basic_ad_data"], "alias": "facebook_ads_basic_ad_data", "checksum": {"name": "sha256", "checksum": "66b31e24edd0ba75d3fee6ad4c1522fd9b43417943aac398f1c92f5076ba7ac0"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1730849297.505589, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_ad_set_history_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_ad_set_history_data.csv", "original_file_path": "seeds/facebook_ads_ad_set_history_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_ad_set_history_data"], "alias": "facebook_ads_ad_set_history_data", "checksum": {"name": "sha256", "checksum": "da4e6b48f3feaa4bd2c3783b125909a14c5317b3c1484b4f6af5d7c1d88f5bd7"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1730849297.5070379, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_actions_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_basic_ad_actions_data.csv", "original_file_path": "seeds/facebook_ads_basic_ad_actions_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_basic_ad_actions_data"], "alias": "facebook_ads_basic_ad_actions_data", "checksum": {"name": "sha256", "checksum": "4823aad419ec31daf234c8fe026ae942b9fc3de7d88978eb41e962a1d6339036"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp", "value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}}, "created_at": 1730849297.508498, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "model.facebook_ads.facebook_ads__url_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_report.sql", "original_file_path": "models/facebook_ads__url_report.sql", "unique_id": "model.facebook_ads.facebook_ads__url_report", "fqn": ["facebook_ads", "facebook_ads__url_report"], "alias": "facebook_ads__url_report", "checksum": {"name": "sha256", "checksum": "bce2cdfa77c5b76dd47e58fc388f479df0cb641e2931d302644f25fb6558c47b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.007757, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.016045, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "56a66408618396f5e8ab4cec50017fc9a1c5b4394f21aec90e8e0a4154d1474e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.0133429, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "d260cab31c11c6201508b4b66ee9fce743d0025e8a57baf7944a9e2470b0281c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.014935, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "67489d8f14f47ac25f3a8c2e3dbf219befa35ba8f4a848315d94cb852b4d16bc"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.009717, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "5b9fa6432eaea5590382143bd46a733c73434953517c450fab4934cae80ce59c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.011761, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.743486, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.7757041, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e21fcb08de77875c776508414c95f761ef3a96454da41248b4739554c581a20b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1657238, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.165177, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "4226d448f6cd6d877ea0a900397bcf7d0e1df5a7a036cbbe9287aef50aba4f8d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.166197, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_action_values_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.164257, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1612191, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1590579, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1598442, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.160514, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.904361, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.9256651, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.92996, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.934399, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.9390578, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.943927, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.947915, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.9521139, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1730849298.0603101, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1730849298.062386, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.0755231, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1730849298.076952, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.0800908, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1730849298.081228, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.084212, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1730849298.085533, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.08829, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1730849298.089291, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.0924642, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1730849298.09376, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.166974, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.168158, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1730849298.169162, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1720572, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.173145, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1730849298.174252, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.177047, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1783512, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1730849298.179452, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.182432, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.183418, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1730849298.184484, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1870568, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1885319, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1730849298.189588, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.192126, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.193135, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1730849298.1941419, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1730849298.1971788, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1730849298.200255, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1730849298.264572}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1730849298.265435}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1730849298.265572}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1730849298.265772}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1730849298.265901}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1730849298.26602}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1730849298.266138}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1730849298.2662652}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.52387, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.524101, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.524385, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5292008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5297642, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.529922, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5300832, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5302489, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.530404, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5305989, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.530891, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.53106, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.531499, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.531897, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5326688, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.532855, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.533144, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5335748, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.533865, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.534615, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.535192, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.535838, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.540308, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5417001, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5431948, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.545492, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.545799, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.546583, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.547252, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.551499, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5519922, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552166, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552309, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552511, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552649, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.554087, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.554913, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5555, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.559136, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.560416, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5610821, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.562208, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5629382, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.564084, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.565585, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.566001, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.566263, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.566922, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.56728, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.567463, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.567918, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5684092, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.56861, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.569431, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.56957, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5701592, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.570373, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.570945, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.571234, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.571819, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.571955, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.572238, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5724008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.572617, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5742989, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5744908, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.574701, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.574964, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5751271, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.576475, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579242, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5793312, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579424, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579704, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579813, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.580084, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.581366, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.581496, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.581735, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5819142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5821068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.582189, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.582305, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.582575, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.583462, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.584054, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.584227, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5847092, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.58495, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.585355, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.585852, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.587374, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.587601, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5877702, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.587957, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.588091, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.588258, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5884001, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.589037, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.589226, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.589546, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5897632, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.590501, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5907478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.591, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.591294, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.591538, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.592646, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.592851, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.592999, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.593148, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.593295, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.593685, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5940108, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5943182, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.595042, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.595747, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.599055, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5994601, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.599673, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.600798, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.601099, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.601393, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6028311, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.604247, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612106, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612436, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6126132, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612712, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6128619, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612992, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6132119, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.61345, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.615442, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.615637, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.61604, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6164532, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.617036, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.617474, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6177542, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6180952, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.618504, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.618707, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.618908, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.625109, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.62784, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.628979, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.629279, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.629494, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.630076, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6306581, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.631093, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.633044, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.638401, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.638819, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.63908, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.64045, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.640681, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.641312, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.644344, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.64719, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.648874, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.64941, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.650054, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6502862, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.651, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.658785, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.660512, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.660792, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.661791, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.662081, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.662765, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.663462, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6648262, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.665142, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.665353, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.665668, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6658618, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666155, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666361, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666636, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666836, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667003, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667191, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667362, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667656, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6729758, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6789818, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.680167, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.681313, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6821241, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.682372, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.682488, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6827788, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.682942, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.686837, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6900532, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.695719, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69665, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6969018, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69739, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69758, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6977139, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.697856, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.697985, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.698153, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.698275, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69876, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6989539, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.700216, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.700675, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7010639, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7016, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7018602, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.702144, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7025568, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.702816, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.703578, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7039738, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.704166, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.704372, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7045681, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.705343, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7065878, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.706974, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.707222, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.707498, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.707716, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.708093, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.708351, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.709134, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.709578, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7097971, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7101078, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.710481, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.710762, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7112691, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7117991, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712183, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712411, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712672, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712802, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.713089, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.713325, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.713642, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.71378, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.714061, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7142131, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.714842, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.715059, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.71536, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7155101, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.715797, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.715944, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.717, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.717162, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7177331, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.717908, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.718055, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7193868, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7197921, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7201521, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.720408, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.720533, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.720811, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.72096, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.721235, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.721386, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.722264, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.722464, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7229161, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7236211, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7240992, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.724298, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.724482, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.72474, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7248662, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.725751, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.725903, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727267, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727464, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727703, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727989, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.728139, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.728557, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.728714, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7288861, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7293031, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7296379, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.729928, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.730169, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.730726, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.732168, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.732736, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7330189, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.73516, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.736463, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737192, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737422, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737659, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737737, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.738492, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.739074, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.739305, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.739672, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740004, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740277, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740597, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740756, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74099, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74111, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74193, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74233, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.742514, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.743009, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.743268, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.743377, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7437062, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7439392, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.744155, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.744229, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.744684, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7448761, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.745206, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7453618, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.746071, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74651, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7468622, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747021, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747304, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747445, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747705, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74787, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748123, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7482939, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748579, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748718, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748969, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.749173, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7494788, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.749619, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.749871, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74998, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7509482, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751111, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751276, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7514298, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751591, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751745, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751905, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.75208, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7522502, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.752397, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7525592, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.752702, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7528589, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753271, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753469, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753706, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753807, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.75414, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.754401, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.754545, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755073, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755232, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755446, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755716, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7558432, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.756207, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.756445, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.756711, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7568388, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.757201, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.757385, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7575412, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.757717, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758377, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758585, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758729, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758829, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7592409, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.759406, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7594812, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7596428, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.759804, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.76064, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.760776, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.760928, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.761321, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7614982, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.761628, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7617762, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7618968, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7639291, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.76409, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.764299, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7646441, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.764877, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.76519, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7653792, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.765559, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.765804, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7663429, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7665641, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7667022, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.767115, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7676082, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.767921, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.768149, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.769948, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.770095, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.770358, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7704792, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.770825, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771005, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771122, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771441, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771643, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771862, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7720609, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7722828, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.772953, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7731369, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.77338, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7736058, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.774708, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.775118, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.775296, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7754781, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7761438, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776306, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776501, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776674, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776937, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.77762, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.781193, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.781478, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.781688, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7819479, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7821388, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7823, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.782479, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.782727, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.782933, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783232, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783413, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783572, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783753, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783925, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784091, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784242, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784451, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784708, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.78706, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.787217, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.78755, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.787777, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.787991, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.788175, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.789342, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.789684, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.789866, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.790207, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7904341, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7910788, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7913349, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.792167, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.795744, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.796296, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.797378, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.797585, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7976792, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7993119, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7994602, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.800242, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.800632, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.801182, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8016279, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8016992, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.80221, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.802454, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.802753, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.803038, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8033879, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8039129, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.804394, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8050182, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.805486, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.80586, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.807005, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8081012, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8090281, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.810133, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.810803, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8111591, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8119109, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.812754, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.813204, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8136609, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.814264, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.814744, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.815319, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.816019, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.816729, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.817609, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.818244, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8188858, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8194282, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.819773, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.820168, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.820522, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.821196, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.822016, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.822905, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.823776, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.825716, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.829537, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.830098, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.830388, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.833882, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.835402, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.835676, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.835835, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.836257, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8365262, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.836714, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.836957, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.837122, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8378198, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.838634, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.839328, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8399072, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.840134, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.840495, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.840878, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84148, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.841791, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.842129, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.842838, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.843667, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84456, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.845112, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84532, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.845831, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84655, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8473852, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.847784, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8480608, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.849378, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.850821, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8524108, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.854211, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8545, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.854631, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8583949, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.862093, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.862537, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.862787, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.863662, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.863876, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864038, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864225, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864386, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8645508, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864717, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8652182, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8655019, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8659441, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.866525, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.866894, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.86724, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.870723, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.871094, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8718588, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.872585, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.873076, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.874248, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.875733, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8768919, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8777568, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.87825, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.878974, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.879767, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.880218, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.880406, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8807948, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.881373, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8818429, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.882454, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.883004, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.883142, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8832781, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.883414, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.88394, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8847191, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.885806, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.886095, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8866482, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.887427, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8927438, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8934138, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.894259, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8949602, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.895649, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8965771, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.89675, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8968582, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.89975, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.907439, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.907583, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.907661, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9082189, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.909774, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910103, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910374, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910636, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910951, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.911146, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.911347, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.911695, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.91184, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.912032, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9132428, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.913376, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9134982, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.913671, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9137821, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.913889, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.914814, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.915205, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9161549, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.916317, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.91648, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.916638, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.916778, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9169338, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.917693, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9183118, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9196742, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.91991, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.920146, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9203892, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.920622, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.920873, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921122, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921345, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921658, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921758, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9219232, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.922024, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9223769, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.923064, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.924031, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.924607, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.925392, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9258602, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9259892, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9261172, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.926243, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9263759, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9294028, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.929562, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9297159, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.929864, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9315321, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.93248, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9326138, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.932883, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.933158, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.933284, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.93347, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9336388, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.933783, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.934292, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.934867, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.935372, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.935574, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.935796, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.936051, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.937352, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.94149, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.941867, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.942257, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.944009, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.944768, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.945348, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9455, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9456499, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.945817, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.945964, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.946111, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9469628, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.948246, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.94902, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9491892, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.949367, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.949535, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9506261, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.950954, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.951274, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.951395, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9515069, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9521961, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.953856, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.954066, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.955123, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.959011, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.963666, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.965259, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.965736, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.965923, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.966155, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9665449, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.966673, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9669309, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967116, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967297, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.96765, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967778, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967894, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.968342, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.968769, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.970281, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9723039, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.973239, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.974507, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.976268, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.977221, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.978156, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()},\n    {\"name\": \"_7_d_click\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.979168, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "e14101efad19856b4dc7db2863e183615e4b56b84c687aa4974cf45870408600"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.3788538, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "e0c982bd19d043e86b4013bdb6b58b24c22aebb61a99b31e40c1bf58fd419f18"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.397109, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "9e304afc49509ed8fd96db68ab5b4efce292c7678e9978f50d88219cfe52be65"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.400512, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "02ff5685b9041fcdda4b9786fce946ab1ed4f3b27db61b86bc6c3f7f0fee9f5f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.404153, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "d47be60d28d5e332543d1f1246d19bcc5201c6d625831f4369d1984aa1007f0b"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.407163, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.4101079, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.415657, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["source.facebook_ads_source.facebook_ads.campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["source.facebook_ads_source.facebook_ads.creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["source.facebook_ads_source.facebook_ads.account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"], "source.facebook_ads_source.facebook_ads.account_history": [], "source.facebook_ads_source.facebook_ads.ad_history": [], "source.facebook_ads_source.facebook_ads.ad_set_history": [], "source.facebook_ads_source.facebook_ads.basic_ad": [], "source.facebook_ads_source.facebook_ads.basic_ad_actions": [], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": [], "source.facebook_ads_source.facebook_ads.campaign_history": [], "source.facebook_ads_source.facebook_ads.creative_history": []}, "child_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads.int_facebook_ads__creative_history", "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3"], "model.facebook_ads.facebook_ads__campaign_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21"], "model.facebook_ads.facebook_ads__account_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024"], "model.facebook_ads.facebook_ads__ad_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238"], "model.facebook_ads.facebook_ads__ad_set_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_report"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads.int_facebook_ads__conversions", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads.int_facebook_ads__conversions", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads.int_facebook_ads__creative_history", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": [], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": [], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": [], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": [], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": [], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": [], "source.facebook_ads_source.facebook_ads.account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "source.facebook_ads_source.facebook_ads.campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "source.facebook_ads_source.facebook_ads.creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}, "unit_tests": {}}
\ No newline at end of file
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 4bcc7cc..4ffc5fb 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -40,12 +40,6 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
-            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%} #}
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index f386be8..549d829 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -66,12 +66,6 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
-            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%} #}
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index ba38f04..8165fdc 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -69,12 +69,6 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
-            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%} #}
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index 37fb8cf..dc01fb9 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -59,12 +59,6 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
-            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%} #}
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index 38c8eef..732a149 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -82,12 +82,6 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
-            {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}
-            , sum(conversion_report.{{ dbt_utils.slugify(action_column) }}) as {{ dbt_utils.slugify(action_column) }}_value
-        {%- endfor -%} #}
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
diff --git a/models/intermediate/int_facebook_ads__conversions.sql b/models/intermediate/int_facebook_ads__conversions.sql
index 02d1696..a4dd70a 100644
--- a/models/intermediate/int_facebook_ads__conversions.sql
+++ b/models/intermediate/int_facebook_ads__conversions.sql
@@ -19,16 +19,6 @@ action_metrics as (
         ad_id,
         date_day,
         sum(conversions) as conversions
-        
-        {# Iterate over each action_type to split it into a distinct column for deep dives #}
-        {# {% for action_type in var('facebook_ads__conversion_action_types') %}
-        {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-
-            , sum(case when 
-                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}
-                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions else 0 end) as {{ dbt_utils.slugify(action_column) }}
-
-        {%- endfor -%} #}
 
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}
 
@@ -61,16 +51,6 @@ action_value_metrics as (
         date_day,
         sum(conversions_value) as conversions_value
 
-        {# Iterate over each action_type to split it into a distinct column for deep dives #}
-        {# {% for action_type in var('facebook_ads__conversion_action_types') %}
-        {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-
-            , sum(case when 
-                {%- if action_type.where_sql %} {{ action_type.where_sql }} and {% endif %}
-                    action_type {{ '=' if action_type.name else 'like' }} '{{ action_column }}' then conversions_value else 0 end) as {{ dbt_utils.slugify(action_column) }}_value
-                    
-        {%- endfor -%} #}
-
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}
 
     from action_values_report
@@ -103,15 +83,7 @@ metrics_join as (
         action_metrics.date_day,
         action_metrics.conversions,
         action_value_metrics.conversions_value
-
-        {# {% for action_type in var('facebook_ads__conversion_action_types') -%}
-        {%- set action_column = action_type.name|default(action_type.pattern)|replace(".", "_") %}
-
-            , action_metrics.{{ dbt_utils.slugify(action_column) }}
-            , action_value_metrics.{{ dbt_utils.slugify(action_column) }}_value
-
-        {%- endfor -%} #}
-
+        
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}
         {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}
 

From 3ede41012613a435955222d04ed56b8a901c534f Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 5 Nov 2024 15:36:17 -0800
Subject: [PATCH 31/44] polishes

---
 .buildkite/scripts/run_models.sh | 2 +-
 dbt_project.yml                  | 9 +--------
 2 files changed, 2 insertions(+), 9 deletions(-)

diff --git a/.buildkite/scripts/run_models.sh b/.buildkite/scripts/run_models.sh
index d4d710d..ed8d5bb 100644
--- a/.buildkite/scripts/run_models.sh
+++ b/.buildkite/scripts/run_models.sh
@@ -21,4 +21,4 @@ dbt run --target "$db" --full-refresh
 dbt test --target "$db"
 dbt run --vars '{ad_reporting__url_report__using_null_filter: false}' --target "$db" --full-refresh
 dbt test --vars '{ad_reporting__url_report__using_null_filter: false}' --target "$db"
-# dbt run-operation fivetran_utils.drop_schemas_automation --target "$db"
+dbt run-operation fivetran_utils.drop_schemas_automation --target "$db"
diff --git a/dbt_project.yml b/dbt_project.yml
index d883202..316151b 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -25,11 +25,4 @@ vars:
       - name: onsite_conversion.lead_grouped
       - name: offsite_conversion.fb_pixel_purchase
       - name: offsite_conversion.fb_pixel_lead
-      - name: offsite_conversion.fb_pixel_custom # same as pattern: offsite_conversion.custom%
-
-    facebook_ads__conversion_action_value_types: # default values
-      - name: onsite_conversion.purchase
-      - name: onsite_conversion.lead_grouped
-      - name: offsite_conversion.fb_pixel_purchase
-      - name: offsite_conversion.fb_pixel_lead
-      - name: offsite_conversion.fb_pixel_custom # sums up offsite_conversion.custom%
\ No newline at end of file
+      - name: offsite_conversion.fb_pixel_custom # same as pattern: offsite_conversion.custom%
\ No newline at end of file

From 78e3f65f1a8fccc7c9e1a90f23b9f4cf384b1cc7 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 6 Nov 2024 15:11:20 -0800
Subject: [PATCH 32/44] joe feedback

---
 docs/run_results.json                                |  1 -
 .../tests/consistency/consistency_account_report.sql | 12 +++++++++++-
 .../tests/consistency/consistency_ad_report.sql      | 12 +++++++++++-
 .../tests/consistency/consistency_ad_set_report.sql  | 12 +++++++++++-
 .../consistency/consistency_campaign_report.sql      | 12 +++++++++++-
 .../tests/consistency/consistency_url_report.sql     | 12 +++++++++++-
 6 files changed, 55 insertions(+), 6 deletions(-)
 delete mode 100644 docs/run_results.json

diff --git a/docs/run_results.json b/docs/run_results.json
deleted file mode 100644
index 75c3748..0000000
--- a/docs/run_results.json
+++ /dev/null
@@ -1 +0,0 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v5.json", "dbt_version": "1.7.13", "generated_at": "2024-05-23T22:24:34.733534Z", "invocation_id": "ad91bbd3-fdff-4102-bad5-ccaf48bca1a6", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.795967Z", "completed_at": "2024-05-23T22:24:33.803288Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.804954Z", "completed_at": "2024-05-23T22:24:33.804974Z"}], "thread_id": "Thread-3", "execution_time": 0.048519134521484375, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.799249Z", "completed_at": "2024-05-23T22:24:33.803640Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.805715Z", "completed_at": "2024-05-23T22:24:33.805719Z"}], "thread_id": "Thread-4", "execution_time": 0.0490107536315918, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "compiled": true, "compiled_code": "\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.759656Z", "completed_at": "2024-05-23T22:24:33.804177Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.806692Z", "completed_at": "2024-05-23T22:24:33.806697Z"}], "thread_id": "Thread-1", "execution_time": 0.05391287803649902, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.792502Z", "completed_at": "2024-05-23T22:24:33.804435Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.807000Z", "completed_at": "2024-05-23T22:24:33.807003Z"}], "thread_id": "Thread-2", "execution_time": 0.05254697799682617, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.822206Z", "completed_at": "2024-05-23T22:24:33.823408Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.824207Z", "completed_at": "2024-05-23T22:24:33.824221Z"}], "thread_id": "Thread-2", "execution_time": 0.013176202774047852, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.812693Z", "completed_at": "2024-05-23T22:24:33.824648Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.827062Z", "completed_at": "2024-05-23T22:24:33.827067Z"}], "thread_id": "Thread-3", "execution_time": 0.018815994262695312, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.816273Z", "completed_at": "2024-05-23T22:24:33.825613Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.828053Z", "completed_at": "2024-05-23T22:24:33.828057Z"}], "thread_id": "Thread-4", "execution_time": 0.01869964599609375, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.819308Z", "completed_at": "2024-05-23T22:24:33.826166Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.828955Z", "completed_at": "2024-05-23T22:24:33.828959Z"}], "thread_id": "Thread-1", "execution_time": 0.018912076950073242, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.830988Z", "completed_at": "2024-05-23T22:24:33.833090Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.835868Z", "completed_at": "2024-05-23T22:24:33.835874Z"}], "thread_id": "Thread-2", "execution_time": 0.010843038558959961, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.836406Z", "completed_at": "2024-05-23T22:24:33.837677Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.842366Z", "completed_at": "2024-05-23T22:24:33.842371Z"}], "thread_id": "Thread-3", "execution_time": 0.009998798370361328, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.838777Z", "completed_at": "2024-05-23T22:24:33.839896Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.843291Z", "completed_at": "2024-05-23T22:24:33.843295Z"}], "thread_id": "Thread-4", "execution_time": 0.00991368293762207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.840400Z", "completed_at": "2024-05-23T22:24:33.841509Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.844083Z", "completed_at": "2024-05-23T22:24:33.844086Z"}], "thread_id": "Thread-1", "execution_time": 0.009974002838134766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.845780Z", "completed_at": "2024-05-23T22:24:33.846995Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.849381Z", "completed_at": "2024-05-23T22:24:33.849385Z"}], "thread_id": "Thread-2", "execution_time": 0.008952856063842773, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.849855Z", "completed_at": "2024-05-23T22:24:33.851065Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:33.862155Z", "completed_at": "2024-05-23T22:24:33.862162Z"}], "thread_id": "Thread-3", "execution_time": 0.01653289794921875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.870103Z", "completed_at": "2024-05-23T22:24:34.168022Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.169548Z", "completed_at": "2024-05-23T22:24:34.169556Z"}], "thread_id": "Thread-3", "execution_time": 0.30179405212402344, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.856727Z", "completed_at": "2024-05-23T22:24:34.168390Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.170155Z", "completed_at": "2024-05-23T22:24:34.170158Z"}], "thread_id": "Thread-1", "execution_time": 0.3226480484008789, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "compiled": true, "compiled_code": "with base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    inline\n    \n as conversion_value_inline , \n    \n    \n    _1_d_view\n    \n as \n    \n    _1_d_view\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n, \n    cast(null as string) as \n    \n    _28_d_click\n    \n \n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversion_value\n        \n        \n            \n                \n                    , coalesce(cast(conversion_value_inline as FLOAT64), 0) as conversion_value_inline\n                \n            \n                \n                    , coalesce(cast(_1_d_view as FLOAT64), 0) as _1_d_view\n                \n            \n                \n                    , coalesce(cast(_7_d_click as FLOAT64), 0) as _7_d_click\n                \n            \n                \n                    , coalesce(cast(_28_d_click as FLOAT64), 0) as _28_d_click\n                \n            \n        \n\n    from fields\n)\n\nselect *\nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.865500Z", "completed_at": "2024-05-23T22:24:34.168976Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.171119Z", "completed_at": "2024-05-23T22:24:34.171123Z"}], "thread_id": "Thread-2", "execution_time": 0.309459924697876, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:33.852124Z", "completed_at": "2024-05-23T22:24:34.284184Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.284734Z", "completed_at": "2024-05-23T22:24:34.284741Z"}], "thread_id": "Thread-4", "execution_time": 0.4367709159851074, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.286401Z", "completed_at": "2024-05-23T22:24:34.295489Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.296017Z", "completed_at": "2024-05-23T22:24:34.296021Z"}], "thread_id": "Thread-4", "execution_time": 0.010676860809326172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.297663Z", "completed_at": "2024-05-23T22:24:34.304004Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.304648Z", "completed_at": "2024-05-23T22:24:34.304655Z"}], "thread_id": "Thread-4", "execution_time": 0.008095979690551758, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.306379Z", "completed_at": "2024-05-23T22:24:34.309671Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.310186Z", "completed_at": "2024-05-23T22:24:34.310190Z"}], "thread_id": "Thread-4", "execution_time": 0.004861116409301758, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.311814Z", "completed_at": "2024-05-23T22:24:34.318413Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.318924Z", "completed_at": "2024-05-23T22:24:34.318929Z"}], "thread_id": "Thread-4", "execution_time": 0.008156061172485352, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "compiled": true, "compiled_code": "with report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\nmetrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversion_value) as conversion_value\n\n        \n\n\n    \n        , sum(conversion_value_inline) as conversion_value_inline\n    \n        , sum(_1_d_view) as _1_d_view\n    \n        , sum(_7_d_click) as _7_d_click\n    \n        , sum(_28_d_click) as _28_d_click\n    \n\n\n\n\n    from report\n    where \n    (action_type = 'lead')  or (action_type like 'offsite_conversion%') \n\n    group by 1,2,3\n)\n\nselect * \nfrom metrics", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.320637Z", "completed_at": "2024-05-23T22:24:34.324437Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.324956Z", "completed_at": "2024-05-23T22:24:34.324960Z"}], "thread_id": "Thread-4", "execution_time": 0.005426883697509766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.326623Z", "completed_at": "2024-05-23T22:24:34.330367Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.330877Z", "completed_at": "2024-05-23T22:24:34.330881Z"}], "thread_id": "Thread-4", "execution_time": 0.005311012268066406, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.332486Z", "completed_at": "2024-05-23T22:24:34.335495Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.335976Z", "completed_at": "2024-05-23T22:24:34.335980Z"}], "thread_id": "Thread-4", "execution_time": 0.004497051239013672, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.337547Z", "completed_at": "2024-05-23T22:24:34.340573Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.341056Z", "completed_at": "2024-05-23T22:24:34.341060Z"}], "thread_id": "Thread-4", "execution_time": 0.004539966583251953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.342665Z", "completed_at": "2024-05-23T22:24:34.346803Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.347321Z", "completed_at": "2024-05-23T22:24:34.347325Z"}], "thread_id": "Thread-4", "execution_time": 0.005690813064575195, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.348913Z", "completed_at": "2024-05-23T22:24:34.351970Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.352462Z", "completed_at": "2024-05-23T22:24:34.352466Z"}], "thread_id": "Thread-4", "execution_time": 0.004561901092529297, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.354069Z", "completed_at": "2024-05-23T22:24:34.357006Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.357498Z", "completed_at": "2024-05-23T22:24:34.357502Z"}], "thread_id": "Thread-4", "execution_time": 0.00446319580078125, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.175528Z", "completed_at": "2024-05-23T22:24:34.506055Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.506781Z", "completed_at": "2024-05-23T22:24:34.506788Z"}], "thread_id": "Thread-3", "execution_time": 0.3340461254119873, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.514847Z", "completed_at": "2024-05-23T22:24:34.519686Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.520659Z", "completed_at": "2024-05-23T22:24:34.520665Z"}], "thread_id": "Thread-3", "execution_time": 0.012186050415039062, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.510615Z", "completed_at": "2024-05-23T22:24:34.520305Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.521998Z", "completed_at": "2024-05-23T22:24:34.522002Z"}], "thread_id": "Thread-4", "execution_time": 0.014095067977905273, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.184593Z", "completed_at": "2024-05-23T22:24:34.540223Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.549472Z", "completed_at": "2024-05-23T22:24:34.549477Z"}], "thread_id": "Thread-2", "execution_time": 0.37560391426086426, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        row_number() over (partition by source_relation, id order by _fivetran_synced desc) = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.536660Z", "completed_at": "2024-05-23T22:24:34.549204Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.550801Z", "completed_at": "2024-05-23T22:24:34.550804Z"}], "thread_id": "Thread-3", "execution_time": 0.028020858764648438, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.540498Z", "completed_at": "2024-05-23T22:24:34.550006Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.552169Z", "completed_at": "2024-05-23T22:24:34.552173Z"}], "thread_id": "Thread-4", "execution_time": 0.017089128494262695, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__account_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.181115Z", "completed_at": "2024-05-23T22:24:34.573306Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.573810Z", "completed_at": "2024-05-23T22:24:34.573816Z"}], "thread_id": "Thread-1", "execution_time": 0.4000968933105469, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        row_number() over (partition by source_relation, id order by updated_time desc) = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.554732Z", "completed_at": "2024-05-23T22:24:34.578422Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.580000Z", "completed_at": "2024-05-23T22:24:34.580005Z"}], "thread_id": "Thread-2", "execution_time": 0.028525114059448242, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__url_tags", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.565704Z", "completed_at": "2024-05-23T22:24:34.578760Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.580770Z", "completed_at": "2024-05-23T22:24:34.580773Z"}], "thread_id": "Thread-3", "execution_time": 0.028651714324951172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.570139Z", "completed_at": "2024-05-23T22:24:34.579335Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.581791Z", "completed_at": "2024-05-23T22:24:34.581794Z"}], "thread_id": "Thread-4", "execution_time": 0.024590015411376953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.575424Z", "completed_at": "2024-05-23T22:24:34.580285Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.582855Z", "completed_at": "2024-05-23T22:24:34.582858Z"}], "thread_id": "Thread-1", "execution_time": 0.00967097282409668, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.586633Z", "completed_at": "2024-05-23T22:24:34.600689Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.601214Z", "completed_at": "2024-05-23T22:24:34.601219Z"}], "thread_id": "Thread-2", "execution_time": 0.017760038375854492, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.590445Z", "completed_at": "2024-05-23T22:24:34.605775Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.607137Z", "completed_at": "2024-05-23T22:24:34.607142Z"}], "thread_id": "Thread-3", "execution_time": 0.023247957229614258, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.597735Z", "completed_at": "2024-05-23T22:24:34.606035Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.607907Z", "completed_at": "2024-05-23T22:24:34.607911Z"}], "thread_id": "Thread-1", "execution_time": 0.019583940505981445, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.593584Z", "completed_at": "2024-05-23T22:24:34.606608Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.608673Z", "completed_at": "2024-05-23T22:24:34.608676Z"}], "thread_id": "Thread-4", "execution_time": 0.024120807647705078, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.602832Z", "completed_at": "2024-05-23T22:24:34.607642Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.610442Z", "completed_at": "2024-05-23T22:24:34.610446Z"}], "thread_id": "Thread-2", "execution_time": 0.00956416130065918, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.613614Z", "completed_at": "2024-05-23T22:24:34.632444Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.659069Z", "completed_at": "2024-05-23T22:24:34.659076Z"}], "thread_id": "Thread-3", "execution_time": 0.0492100715637207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__ad_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.626791Z", "completed_at": "2024-05-23T22:24:34.638302Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.659399Z", "completed_at": "2024-05-23T22:24:34.659403Z"}], "thread_id": "Thread-4", "execution_time": 0.048002004623413086, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.620244Z", "completed_at": "2024-05-23T22:24:34.638599Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.659688Z", "completed_at": "2024-05-23T22:24:34.659692Z"}], "thread_id": "Thread-1", "execution_time": 0.04911208152770996, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.632753Z", "completed_at": "2024-05-23T22:24:34.661529Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.664369Z", "completed_at": "2024-05-23T22:24:34.664373Z"}], "thread_id": "Thread-2", "execution_time": 0.04564404487609863, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        \n    safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_host,\n        '/' || \n    safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string)\n as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.669379Z", "completed_at": "2024-05-23T22:24:34.679776Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.681116Z", "completed_at": "2024-05-23T22:24:34.681122Z"}], "thread_id": "Thread-4", "execution_time": 0.018985986709594727, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.665817Z", "completed_at": "2024-05-23T22:24:34.680072Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.681888Z", "completed_at": "2024-05-23T22:24:34.681892Z"}], "thread_id": "Thread-3", "execution_time": 0.020448923110961914, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.672878Z", "completed_at": "2024-05-23T22:24:34.680617Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.682958Z", "completed_at": "2024-05-23T22:24:34.682962Z"}], "thread_id": "Thread-1", "execution_time": 0.02072000503540039, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.676872Z", "completed_at": "2024-05-23T22:24:34.681384Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.684036Z", "completed_at": "2024-05-23T22:24:34.684041Z"}], "thread_id": "Thread-2", "execution_time": 0.009550094604492188, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.687889Z", "completed_at": "2024-05-23T22:24:34.701232Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.702897Z", "completed_at": "2024-05-23T22:24:34.702902Z"}], "thread_id": "Thread-4", "execution_time": 0.024523019790649414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.691416Z", "completed_at": "2024-05-23T22:24:34.701561Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.709123Z", "completed_at": "2024-05-23T22:24:34.709127Z"}], "thread_id": "Thread-3", "execution_time": 0.024293184280395508, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.695445Z", "completed_at": "2024-05-23T22:24:34.702141Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.709948Z", "completed_at": "2024-05-23T22:24:34.709952Z"}], "thread_id": "Thread-1", "execution_time": 0.024222850799560547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.698361Z", "completed_at": "2024-05-23T22:24:34.702422Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.710237Z", "completed_at": "2024-05-23T22:24:34.710240Z"}], "thread_id": "Thread-2", "execution_time": 0.021254777908325195, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.713102Z", "completed_at": "2024-05-23T22:24:34.719657Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.720139Z", "completed_at": "2024-05-23T22:24:34.720144Z"}], "thread_id": "Thread-4", "execution_time": 0.008156776428222656, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.facebook_ads.facebook_ads__url_report", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend\n        \n\n\n\n\n        , sum(coalesce(conversion_report.conversion_value, 0)) as conversion_value\n        \n\n\n    \n        , sum(coalesce(conversion_value_inline, 0)) as conversion_value_inline\n    \n        , sum(coalesce(_1_d_view, 0)) as _1_d_view\n    \n        , sum(coalesce(_7_d_click, 0)) as _7_d_click\n    \n        , sum(coalesce(_28_d_click, 0)) as _28_d_click\n    \n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`"}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.722183Z", "completed_at": "2024-05-23T22:24:34.729792Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.730296Z", "completed_at": "2024-05-23T22:24:34.730301Z"}], "thread_id": "Thread-3", "execution_time": 0.009428024291992188, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-05-23T22:24:34.725974Z", "completed_at": "2024-05-23T22:24:34.731148Z"}, {"name": "execute", "started_at": "2024-05-23T22:24:34.731613Z", "completed_at": "2024-05-23T22:24:34.731616Z"}], "thread_id": "Thread-1", "execution_time": 0.006761074066162109, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "relation_name": null}], "elapsed_time": 1.9353070259094238, "args": {"profiles_dir": "/Users/jamie.rodriguez/.dbt", "project_dir": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "partial_parse_file_diff": true, "favor_state": false, "send_anonymous_usage_stats": true, "version_check": true, "write_json": true, "quiet": false, "vars": {}, "static": false, "use_colors": true, "indirect_selection": "eager", "defer": false, "cache_selected_only": false, "static_parser": true, "print": true, "log_level_file": "debug", "warn_error_options": {"include": [], "exclude": []}, "exclude": [], "log_format_file": "debug", "empty_catalog": false, "log_format": "default", "populate_cache": true, "strict_mode": false, "use_colors_file": true, "select": [], "invocation_command": "dbt docs generate", "compile": true, "log_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests/logs", "partial_parse": true, "printer_width": 80, "log_file_max_bytes": 10485760, "macro_debugging": false, "log_level": "info", "which": "generate", "show_resource_report": false, "introspect": true, "enable_legacy_logger": false}}
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_account_report.sql b/integration_tests/tests/consistency/consistency_account_report.sql
index e4bdff7..612bff8 100644
--- a/integration_tests/tests/consistency/consistency_account_report.sql
+++ b/integration_tests/tests/consistency/consistency_account_report.sql
@@ -9,6 +9,8 @@ with prod as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report
     group by 1
 ),
@@ -19,6 +21,8 @@ dev as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report
     group by 1
 ),
@@ -32,6 +36,10 @@ final as (
         dev.impressions as dev_impressions,
         prod.spend as prod_spend,
         dev.spend as dev_spend
+        {# prod.conversions_value as prod_conversions_value,
+        dev.conversions_value as dev_conversions_value,
+        prod.conversions as prod_conversions,
+        dev.conversions as dev_conversions, #}
     from prod
     full outer join dev 
         on dev.account_id = prod.account_id
@@ -42,4 +50,6 @@ from final
 where
     abs(prod_clicks - dev_clicks) >= .01
     or abs(prod_impressions - dev_impressions) >= .01
-    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
+    or abs(prod_spend - dev_spend) >= .01
+    {# or abs(prod_conversions_value - dev_conversions_value) >= .01
+    or abs(prod_conversions - dev_conversions) >= .01 #}
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_ad_report.sql b/integration_tests/tests/consistency/consistency_ad_report.sql
index a2cb7ba..0f0ba3c 100644
--- a/integration_tests/tests/consistency/consistency_ad_report.sql
+++ b/integration_tests/tests/consistency/consistency_ad_report.sql
@@ -9,6 +9,8 @@ with prod as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report
     group by 1
 ),
@@ -19,6 +21,8 @@ dev as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report
     group by 1
 ),
@@ -32,6 +36,10 @@ final as (
         dev.impressions as dev_impressions,
         prod.spend as prod_spend,
         dev.spend as dev_spend
+        {# prod.conversions_value as prod_conversions_value,
+        dev.conversions_value as dev_conversions_value,
+        prod.conversions as prod_conversions,
+        dev.conversions as dev_conversions, #}
     from prod
     full outer join dev 
         on dev.ad_id = prod.ad_id
@@ -42,4 +50,6 @@ from final
 where
     abs(prod_clicks - dev_clicks) >= .01
     or abs(prod_impressions - dev_impressions) >= .01
-    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
+    or abs(prod_spend - dev_spend) >= .01
+    {# or abs(prod_conversions_value - dev_conversions_value) >= .01
+    or abs(prod_conversions - dev_conversions) >= .01 #}
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_ad_set_report.sql b/integration_tests/tests/consistency/consistency_ad_set_report.sql
index f3577c3..3a78acc 100644
--- a/integration_tests/tests/consistency/consistency_ad_set_report.sql
+++ b/integration_tests/tests/consistency/consistency_ad_set_report.sql
@@ -9,6 +9,8 @@ with prod as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report
     group by 1
 ),
@@ -19,6 +21,8 @@ dev as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report
     group by 1
 ),
@@ -32,6 +36,10 @@ final as (
         dev.impressions as dev_impressions,
         prod.spend as prod_spend,
         dev.spend as dev_spend
+        {# prod.conversions_value as prod_conversions_value,
+        dev.conversions_value as dev_conversions_value,
+        prod.conversions as prod_conversions,
+        dev.conversions as dev_conversions, #}
     from prod
     full outer join dev 
         on dev.ad_set_id = prod.ad_set_id
@@ -42,4 +50,6 @@ from final
 where
     abs(prod_clicks - dev_clicks) >= .01
     or abs(prod_impressions - dev_impressions) >= .01
-    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
+    or abs(prod_spend - dev_spend) >= .01
+    {# or abs(prod_conversions_value - dev_conversions_value) >= .01
+    or abs(prod_conversions - dev_conversions) >= .01 #}
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_campaign_report.sql b/integration_tests/tests/consistency/consistency_campaign_report.sql
index 9d98d03..64ef521 100644
--- a/integration_tests/tests/consistency/consistency_campaign_report.sql
+++ b/integration_tests/tests/consistency/consistency_campaign_report.sql
@@ -9,6 +9,8 @@ with prod as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report
     group by 1
 ),
@@ -19,6 +21,8 @@ dev as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report
     group by 1
 ),
@@ -32,6 +36,10 @@ final as (
         dev.impressions as dev_impressions,
         prod.spend as prod_spend,
         dev.spend as dev_spend
+        {# prod.conversions_value as prod_conversions_value,
+        dev.conversions_value as dev_conversions_value,
+        prod.conversions as prod_conversions,
+        dev.conversions as dev_conversions, #}
     from prod
     full outer join dev 
         on dev.campaign_id = prod.campaign_id
@@ -42,4 +50,6 @@ from final
 where
     abs(prod_clicks - dev_clicks) >= .01
     or abs(prod_impressions - dev_impressions) >= .01
-    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
+    or abs(prod_spend - dev_spend) >= .01
+    {# or abs(prod_conversions_value - dev_conversions_value) >= .01
+    or abs(prod_conversions - dev_conversions) >= .01 #}
\ No newline at end of file
diff --git a/integration_tests/tests/consistency/consistency_url_report.sql b/integration_tests/tests/consistency/consistency_url_report.sql
index 2371a8f..abdeda1 100644
--- a/integration_tests/tests/consistency/consistency_url_report.sql
+++ b/integration_tests/tests/consistency/consistency_url_report.sql
@@ -9,6 +9,8 @@ with prod as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report
     group by 1
 ),
@@ -19,6 +21,8 @@ dev as (
         sum(coalesce(clicks, 0)) as clicks, 
         sum(coalesce(impressions, 0)) as impressions,
         sum(coalesce(spend, 0)) as spend
+        {# sum(coalesce(conversions_value, 0)) as conversions_value,
+        sum(coalesce(conversions, 0)) as conversions #}
     from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report
     group by 1
 ),
@@ -32,6 +36,10 @@ final as (
         dev.impressions as dev_impressions,
         prod.spend as prod_spend,
         dev.spend as dev_spend
+        {# prod.conversions_value as prod_conversions_value,
+        dev.conversions_value as dev_conversions_value,
+        prod.conversions as prod_conversions,
+        dev.conversions as dev_conversions, #}
     from prod
     full outer join dev 
         on dev.ad_id = prod.ad_id
@@ -42,4 +50,6 @@ from final
 where
     abs(prod_clicks - dev_clicks) >= .01
     or abs(prod_impressions - dev_impressions) >= .01
-    or abs(prod_spend - dev_spend) >= .01
\ No newline at end of file
+    or abs(prod_spend - dev_spend) >= .01
+    {# or abs(prod_conversions_value - dev_conversions_value) >= .01
+    or abs(prod_conversions - dev_conversions) >= .01 #}
\ No newline at end of file

From 23aaa7e619abd70b2345cb9493bd4b72b9c53791 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 7 Nov 2024 12:20:20 -0800
Subject: [PATCH 33/44] backwards compatible

---
 CHANGELOG.md                                         | 4 +++-
 macros/facebook_ads_persist_pass_through_columns.sql | 6 ++++--
 models/facebook_ads__account_report.sql              | 2 +-
 models/facebook_ads__ad_report.sql                   | 2 +-
 models/facebook_ads__ad_set_report.sql               | 2 +-
 models/facebook_ads__campaign_report.sql             | 2 +-
 models/facebook_ads__url_report.sql                  | 2 +-
 7 files changed, 12 insertions(+), 8 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 36d99b8..4513056 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -27,8 +27,10 @@ vars:
       where_sql: source_relation = 'advertiser who only cares about subscriptions' # will grab `basic_ad_actions` records where (action_type like 'subscribe%' and {{ where_sql }})
 ```
 
+>**Note**: If you were previously utilizing the `facebook_ads__basic_ad_passthrough_metrics` variable to include a (likely null) field called `conversions` or `conversions_value`, the package's version of these fields will take precedence over yours. To continue including your old conversions fields, change the `alias` of the passthrough field to another name.
+
 - Creates the new `facebook_ads__basic_ad_actions_passthrough_metrics` and `facebook_ads__basic_ad_action_values_passthrough_metrics` variables to pass through additional conversion value metrics that are calculated using different attribution windows. 
-  - By default, the package includes only the conversion values calculated using the default attribution window set in Meta, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads_source/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variables.
+  - By default, the package includes only the conversion values calculated using the default attribution window set in Meta, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variables.
 - Adds `optimization_goal` field to `facebook_ads__ad_set_report` model. This is defined as the optimization goal this ad set is using, possible values of which are defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
 - Adds `conversion_domain` field to `facebook_ads__ad_report` model. This is defined as the domain you've configured the ad to convert to.
 
diff --git a/macros/facebook_ads_persist_pass_through_columns.sql b/macros/facebook_ads_persist_pass_through_columns.sql
index b1c1f6a..105d5d1 100644
--- a/macros/facebook_ads_persist_pass_through_columns.sql
+++ b/macros/facebook_ads_persist_pass_through_columns.sql
@@ -1,11 +1,13 @@
 {# Adapted from fivetran_utils.persist_pass_through_columns() macro to include coalesces #}
 
-{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}
+{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}
 
 {% if var(pass_through_variable, none) %}
     {% for field in var(pass_through_variable) %}
         {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}
-        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}
+        {% if field_name not in exclude_fields %}
+            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}
+        {% endif %}
     {% endfor %}
 {% endif %}
 
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 4ffc5fb..52ff0c9 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -40,7 +40,7 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index 549d829..441c526 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -66,7 +66,7 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index 8165fdc..e703ca5 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -69,7 +69,7 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index dc01fb9..dc59737 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -59,7 +59,7 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index 732a149..ccb6f74 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -82,7 +82,7 @@ joined as (
         sum(coalesce(conversion_report.conversions, 0)) as conversions,
         sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value
 
-        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}
+        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
         {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}
 

From 96c732d02100e4f604b1caf80c42237731bdcfd6 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 7 Nov 2024 13:02:38 -0800
Subject: [PATCH 34/44] docs

---
 docs/catalog.json  | 2 +-
 docs/manifest.json | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/catalog.json b/docs/catalog.json
index 689a077..c40575e 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.8.7", "generated_at": "2024-11-05T23:29:01.419401Z", "invocation_id": "66b918f1-b653-436b-bd64-3aef168fc184", "env": {}}, "nodes": {"seed.facebook_ads_integration_tests.facebook_ads_account_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_account_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "name": {"type": "STRING", "index": 2, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 3, "name": "_fivetran_synced", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 59, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 2478, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_ad_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "ad_set_id": {"type": "INT64", "index": 3, "name": "ad_set_id", "comment": null}, "campaign_id": {"type": "INT64", "index": 4, "name": "campaign_id", "comment": null}, "creative_id": {"type": "INT64", "index": 5, "name": "creative_id", "comment": null}, "name": {"type": "STRING", "index": 6, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 8, "name": "updated_time", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 12, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 720, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_ad_set_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "campaign_id": {"type": "INT64", "index": 3, "name": "campaign_id", "comment": null}, "name": {"type": "STRING", "index": 4, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 5, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 6, "name": "updated_time", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 14, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 924, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are 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"page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1730849297.505589, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_ad_set_history_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_ad_set_history_data.csv", "original_file_path": "seeds/facebook_ads_ad_set_history_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_ad_set_history_data"], "alias": "facebook_ads_ad_set_history_data", "checksum": {"name": "sha256", "checksum": "da4e6b48f3feaa4bd2c3783b125909a14c5317b3c1484b4f6af5d7c1d88f5bd7"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1730849297.5070379, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_actions_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_basic_ad_actions_data.csv", "original_file_path": "seeds/facebook_ads_basic_ad_actions_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_basic_ad_actions_data"], "alias": "facebook_ads_basic_ad_actions_data", "checksum": {"name": "sha256", "checksum": "4823aad419ec31daf234c8fe026ae942b9fc3de7d88978eb41e962a1d6339036"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp", "value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}}, "created_at": 1730849297.508498, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "model.facebook_ads.facebook_ads__url_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_report.sql", "original_file_path": "models/facebook_ads__url_report.sql", "unique_id": "model.facebook_ads.facebook_ads__url_report", "fqn": ["facebook_ads", "facebook_ads__url_report"], "alias": "facebook_ads__url_report", "checksum": {"name": "sha256", "checksum": "bce2cdfa77c5b76dd47e58fc388f479df0cb641e2931d302644f25fb6558c47b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.007757, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.016045, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "56a66408618396f5e8ab4cec50017fc9a1c5b4394f21aec90e8e0a4154d1474e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.0133429, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "d260cab31c11c6201508b4b66ee9fce743d0025e8a57baf7944a9e2470b0281c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.014935, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "67489d8f14f47ac25f3a8c2e3dbf219befa35ba8f4a848315d94cb852b4d16bc"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.009717, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "5b9fa6432eaea5590382143bd46a733c73434953517c450fab4934cae80ce59c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.011761, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum') }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns", "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.743486, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.7757041, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e21fcb08de77875c776508414c95f761ef3a96454da41248b4739554c581a20b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1657238, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.165177, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "4226d448f6cd6d877ea0a900397bcf7d0e1df5a7a036cbbe9287aef50aba4f8d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.166197, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_action_values_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.164257, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1612191, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1590579, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.1598442, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1730849298.160514, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.904361, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.9256651, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.92996, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.934399, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.9390578, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.943927, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.947915, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1730849297.9521139, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1730849298.0603101, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1730849298.062386, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.0755231, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1730849298.076952, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.0800908, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1730849298.081228, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.084212, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1730849298.085533, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.08829, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1730849298.089291, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.0924642, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1730849298.09376, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.166974, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.168158, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1730849298.169162, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1720572, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.173145, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1730849298.174252, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.177047, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1783512, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1730849298.179452, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.182432, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.183418, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1730849298.184484, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1870568, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.1885319, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1730849298.189588, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.192126, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1730849298.193135, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1730849298.1941419, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1730849298.1971788, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1730849298.200255, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1730849298.264572}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1730849298.265435}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1730849298.265572}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1730849298.265772}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1730849298.265901}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1730849298.26602}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1730849298.266138}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1730849298.2662652}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.52387, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.524101, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.524385, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5292008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5297642, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.529922, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5300832, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5302489, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.530404, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5305989, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.530891, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.53106, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.531499, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.531897, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5326688, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.532855, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.533144, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5335748, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.533865, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.534615, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.535192, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.535838, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.540308, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5417001, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5431948, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.545492, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.545799, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.546583, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.547252, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.551499, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5519922, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552166, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552309, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552511, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.552649, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.554087, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.554913, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5555, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.559136, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.560416, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5610821, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.562208, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5629382, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.564084, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.565585, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.566001, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.566263, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.566922, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.56728, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.567463, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.567918, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5684092, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.56861, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.569431, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.56957, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5701592, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.570373, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.570945, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.571234, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.571819, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.571955, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.572238, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5724008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.572617, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5742989, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5744908, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.574701, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.574964, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5751271, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.576475, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579242, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5793312, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579424, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579704, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.579813, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.580084, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.581366, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.581496, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.581735, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5819142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5821068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.582189, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.582305, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.582575, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.583462, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.584054, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.584227, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5847092, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.58495, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.585355, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.585852, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.587374, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.587601, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5877702, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.587957, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.588091, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.588258, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5884001, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.589037, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.589226, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.589546, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5897632, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.590501, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5907478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.591, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.591294, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.591538, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.592646, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.592851, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.592999, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.593148, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.593295, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.593685, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5940108, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5943182, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.595042, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.595747, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.599055, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.5994601, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.599673, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.600798, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.601099, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.601393, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6028311, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.604247, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612106, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612436, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6126132, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612712, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6128619, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.612992, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6132119, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.61345, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.615442, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.615637, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.61604, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6164532, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.617036, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.617474, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6177542, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6180952, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.618504, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.618707, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.618908, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.625109, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.62784, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.628979, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.629279, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.629494, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.630076, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6306581, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.631093, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.633044, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.638401, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.638819, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.63908, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.64045, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.640681, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.641312, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.644344, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.64719, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.648874, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.64941, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.650054, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6502862, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.651, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.658785, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.660512, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.660792, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.661791, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.662081, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.662765, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.663462, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6648262, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.665142, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.665353, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.665668, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6658618, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666155, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666361, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666636, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.666836, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667003, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667191, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667362, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.667656, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6729758, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6789818, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.680167, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.681313, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6821241, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.682372, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.682488, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6827788, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.682942, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.686837, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6900532, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.695719, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69665, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6969018, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69739, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69758, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6977139, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.697856, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.697985, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.698153, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.698275, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.69876, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.6989539, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.700216, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.700675, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7010639, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7016, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7018602, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.702144, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7025568, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.702816, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.703578, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7039738, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.704166, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.704372, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7045681, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.705343, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7065878, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.706974, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.707222, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.707498, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.707716, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.708093, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.708351, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.709134, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.709578, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7097971, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7101078, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.710481, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.710762, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7112691, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7117991, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712183, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712411, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712672, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.712802, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.713089, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.713325, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.713642, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.71378, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.714061, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7142131, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.714842, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.715059, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.71536, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7155101, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.715797, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.715944, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.717, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.717162, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7177331, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.717908, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.718055, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7193868, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7197921, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7201521, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.720408, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.720533, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.720811, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.72096, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.721235, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.721386, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.722264, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.722464, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7229161, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7236211, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7240992, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.724298, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.724482, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.72474, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7248662, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.725751, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.725903, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727267, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727464, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727703, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.727989, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.728139, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.728557, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.728714, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7288861, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7293031, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7296379, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.729928, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.730169, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.730726, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.732168, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.732736, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7330189, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.73516, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.736463, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737192, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737422, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737659, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.737737, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.738492, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.739074, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.739305, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.739672, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740004, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740277, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740597, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.740756, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74099, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74111, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74193, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74233, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.742514, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.743009, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.743268, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.743377, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7437062, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7439392, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.744155, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.744229, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.744684, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7448761, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.745206, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7453618, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.746071, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74651, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7468622, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747021, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747304, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747445, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.747705, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74787, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748123, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7482939, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748579, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748718, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.748969, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.749173, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7494788, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.749619, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.749871, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.74998, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7509482, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751111, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751276, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7514298, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751591, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751745, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.751905, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.75208, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7522502, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.752397, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7525592, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.752702, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7528589, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753271, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753469, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753706, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.753807, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.75414, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.754401, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.754545, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755073, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755232, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755446, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.755716, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7558432, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.756207, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.756445, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.756711, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7568388, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.757201, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.757385, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7575412, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.757717, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758377, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758585, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758729, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.758829, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7592409, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.759406, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7594812, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7596428, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.759804, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.76064, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.760776, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.760928, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.761321, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7614982, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.761628, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7617762, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7618968, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7639291, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.76409, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.764299, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7646441, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.764877, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.76519, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7653792, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.765559, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.765804, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7663429, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7665641, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7667022, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.767115, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7676082, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.767921, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.768149, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.769948, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.770095, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.770358, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7704792, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.770825, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771005, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771122, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771441, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771643, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.771862, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7720609, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7722828, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.772953, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7731369, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.77338, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7736058, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.774708, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.775118, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.775296, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7754781, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7761438, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776306, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776501, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776674, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.776937, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.77762, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.781193, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.781478, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.781688, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7819479, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7821388, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7823, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.782479, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.782727, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.782933, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783232, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783413, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783572, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783753, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.783925, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784091, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784242, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784451, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.784708, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.78706, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.787217, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.78755, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.787777, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.787991, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.788175, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.789342, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.789684, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.789866, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.790207, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7904341, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7910788, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7913349, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.792167, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.795744, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.796296, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.797378, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.797585, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7976792, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7993119, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.7994602, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.800242, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.800632, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.801182, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8016279, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8016992, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.80221, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.802454, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.802753, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.803038, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8033879, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8039129, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.804394, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8050182, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.805486, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.80586, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.807005, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8081012, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8090281, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.810133, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.810803, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8111591, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8119109, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.812754, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.813204, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8136609, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.814264, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.814744, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.815319, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.816019, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.816729, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.817609, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.818244, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8188858, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8194282, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.819773, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.820168, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.820522, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.821196, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.822016, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.822905, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.823776, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.825716, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.829537, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.830098, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.830388, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.833882, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.835402, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.835676, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.835835, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.836257, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8365262, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.836714, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.836957, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.837122, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8378198, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.838634, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.839328, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8399072, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.840134, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.840495, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.840878, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84148, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.841791, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.842129, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.842838, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.843667, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84456, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.845112, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84532, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.845831, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.84655, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8473852, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.847784, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8480608, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.849378, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.850821, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8524108, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.854211, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8545, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.854631, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8583949, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.862093, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.862537, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.862787, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.863662, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.863876, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864038, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864225, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864386, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8645508, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.864717, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8652182, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8655019, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8659441, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.866525, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.866894, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.86724, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.870723, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.871094, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8718588, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.872585, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.873076, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.874248, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.875733, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8768919, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8777568, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.87825, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.878974, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.879767, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.880218, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.880406, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8807948, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.881373, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8818429, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.882454, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.883004, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.883142, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8832781, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.883414, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.88394, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8847191, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.885806, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.886095, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8866482, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.887427, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8927438, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8934138, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.894259, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8949602, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.895649, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8965771, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.89675, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.8968582, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.89975, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.907439, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.907583, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.907661, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9082189, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.909774, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910103, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910374, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910636, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.910951, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.911146, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.911347, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.911695, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.91184, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.912032, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9132428, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.913376, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9134982, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.913671, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9137821, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.913889, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.914814, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.915205, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9161549, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.916317, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.91648, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.916638, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.916778, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9169338, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.917693, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9183118, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9196742, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.91991, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.920146, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9203892, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.920622, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.920873, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921122, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921345, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921658, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.921758, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9219232, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.922024, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9223769, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.923064, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.924031, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.924607, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.925392, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9258602, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9259892, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9261172, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.926243, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9263759, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9294028, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.929562, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9297159, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.929864, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9315321, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.93248, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9326138, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.932883, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.933158, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.933284, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.93347, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9336388, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.933783, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.934292, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.934867, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.935372, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.935574, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.935796, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.936051, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.937352, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.94149, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.941867, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.942257, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.944009, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.944768, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.945348, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9455, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9456499, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.945817, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.945964, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.946111, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9469628, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.948246, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.94902, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9491892, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.949367, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.949535, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9506261, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.950954, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.951274, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.951395, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9515069, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9521961, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.953856, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.954066, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.955123, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.959011, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.963666, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.965259, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.965736, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.965923, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.966155, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9665449, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.966673, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9669309, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967116, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967297, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.96765, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967778, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.967894, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.968342, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.968769, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.970281, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.9723039, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.973239, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.974507, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.976268, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.977221, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.978156, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()},\n    {\"name\": \"_7_d_click\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1730849296.979168, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "e14101efad19856b4dc7db2863e183615e4b56b84c687aa4974cf45870408600"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.3788538, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "e0c982bd19d043e86b4013bdb6b58b24c22aebb61a99b31e40c1bf58fd419f18"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.397109, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "9e304afc49509ed8fd96db68ab5b4efce292c7678e9978f50d88219cfe52be65"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.400512, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "02ff5685b9041fcdda4b9786fce946ab1ed4f3b27db61b86bc6c3f7f0fee9f5f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.404153, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "d47be60d28d5e332543d1f1246d19bcc5201c6d625831f4369d1984aa1007f0b"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.407163, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.4101079, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1730849297.415657, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": 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If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.885535, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.892595, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "59a02830403e6d806f18880c179951c2cfb66e0bdc1a0e9b714ff7b608972fd3"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.889313, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "68470fabfdafc02b52a847a081a14f07ca7cd3dee34bddf3b9dbe1a5228a5306"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.890947, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "2c1f57ef1b7d063d8c925914b14aa56d3458f8da5a95bc34cf84d29121fcd32d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.886655, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "b429ea4f62825355de5c20338a4f9016675016973acbb011cfc6d58207a5efef"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.8883069, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.63517, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.6665401, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e21fcb08de77875c776508414c95f761ef3a96454da41248b4739554c581a20b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.032475, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.031965, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "4226d448f6cd6d877ea0a900397bcf7d0e1df5a7a036cbbe9287aef50aba4f8d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0328388, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_action_values_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.031132, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0284731, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.976062, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0271869, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0278342, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.786378, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.80704, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.811311, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.815779, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.820426, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.825611, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.829686, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.833838, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731013204.9331331, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731013204.9351301, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9484758, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731013204.949497, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.952121, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731013204.95312, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9555788, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731013204.9565928, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9595299, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731013204.960534, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9630132, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731013204.96401, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.033778, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.034986, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731013205.036139, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.038801, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.039786, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731013205.040786, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.043446, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.044847, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731013205.045915, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.0489862, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.049966, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731013205.0511, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.053777, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.055061, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731013205.05609, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.058851, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.059851, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731013205.060833, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731013205.063392, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731013205.0664709, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1731013205.125288}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1731013205.126095}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1731013205.126229}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1731013205.126349}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731013205.12653}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731013205.126762}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1731013205.12693}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1731013205.12709}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.385304, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.385555, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.385847, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.390482, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.391006, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3911521, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3913019, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.391446, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3915892, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.391767, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3920362, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.392192, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.392589, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3929548, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.393861, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.394081, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3944, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.394808, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.394964, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3957078, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3962848, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.396949, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.401145, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.402625, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.404068, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.406235, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.406692, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.407508, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.408143, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.411985, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.412413, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.412569, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4127018, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.412898, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.413034, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.414474, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.415306, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.415915, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4188008, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.420138, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4206898, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.421651, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.422412, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4237351, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4251661, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4255779, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.425834, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.426473, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.426817, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.426985, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.427414, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.42788, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4280682, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.428905, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.429047, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.429635, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.429845, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.430414, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.430708, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.431297, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.431436, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.43172, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.431883, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4320982, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4339478, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434193, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434422, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434716, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434889, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.436434, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439262, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439363, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4394639, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439748, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439968, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4402611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.441421, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.441525, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.44174, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4419022, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.442074, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4421508, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.442249, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4425, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.443331, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4441202, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4443488, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.444858, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.445138, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.445552, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.446062, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.447669, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4479349, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448096, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448268, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448396, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4485571, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448684, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.449277, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.449451, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.449744, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.44995, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.450656, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4508889, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4511192, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.451394, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.451628, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4526908, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4528909, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.453034, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.453172, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4533088, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.453851, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4541929, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.454507, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4552362, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4559429, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.45942, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.459685, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.459905, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.460793, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.46096, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4611259, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4624808, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.464226, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4719281, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4722419, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4724119, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.472499, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.47264, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.472757, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.472967, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.473202, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.475456, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.475649, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.476053, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.476466, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.477034, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.477451, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.477721, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.47805, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4784598, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.478664, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.478862, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.484761, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4876769, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.488854, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.489163, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.489381, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.49015, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4905632, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.490946, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.492686, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.497914, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.498294, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.49854, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.49987, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5001101, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.500742, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.503526, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.506787, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.508416, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.508951, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.509588, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.509818, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5105112, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.51747, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.519178, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.519454, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.520424, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.520691, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.521326, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5219579, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5230699, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.523457, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.523801, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524197, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524395, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524683, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524865, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525121, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525307, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525451, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525632, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525789, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.526068, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5312169, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.537209, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.538462, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.539637, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5405838, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.540828, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5409431, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.541228, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.541389, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.545263, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5485098, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.553827, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.554698, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.554934, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555416, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555607, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555742, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555882, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555993, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5561512, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.556264, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.556874, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.557099, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.55836, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.558808, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.559189, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.559705, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.559967, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.560249, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56064, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.560888, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56161, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.561982, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5621572, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56237, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.562562, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.563315, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.564533, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.564901, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.565144, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.565402, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56561, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.565919, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.566119, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5670311, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.567512, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.567721, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5680199, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.568383, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5686452, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56912, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.569578, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.569899, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570102, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570349, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570475, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570753, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570972, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.571274, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5714052, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.571667, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.571806, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.572407, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.572588, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.572868, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.573009, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.57343, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.573616, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.574625, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5747452, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.575273, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.57544, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.575576, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.577099, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5775402, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.577893, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.578169, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.578293, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.57857, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5787158, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.578988, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.579148, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.580002, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.58019, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.580631, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5813398, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.581795, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.581982, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.582155, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5824, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.582515, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.583361, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5835059, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.584723, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5849118, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.58514, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.585401, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.58554, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5859451, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.586101, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.586279, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.586715, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.587059, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.587342, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.587583, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.588143, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.589577, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.590292, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.590592, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5924742, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.593863, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.59459, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.594816, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.595037, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.595114, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.595851, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.59642, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5966458, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5970109, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.59735, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.597625, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5979478, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5981078, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.598345, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.598474, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.599298, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.599694, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600009, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600569, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600868, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600978, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.601326, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.601603, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6018329, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.601921, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.602186, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6023371, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.602648, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.602783, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.603449, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.603853, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6041868, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.604345, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.604626, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6047628, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605015, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605174, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605411, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605591, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6058738, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6060128, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606257, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606434, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606796, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606944, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.607187, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.607293, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.608196, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.608361, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6085272, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.60868, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.608841, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.60899, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6091468, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.609327, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6094878, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.609646, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.609799, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6100779, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610278, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610424, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610739, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610977, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.611233, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6113348, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.611669, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.611937, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.612084, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6126149, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.612777, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6130009, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.61328, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.61341, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6137862, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6140401, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6143181, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6144562, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.614825, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6150122, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6151738, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6153479, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.616011, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.616222, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.616361, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6164632, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.61687, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.617038, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6171122, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.617273, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.617444, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.618321, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6184561, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.618609, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619002, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619182, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6193159, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619471, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619592, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.62161, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.621781, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.621996, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6223419, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.622578, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.622887, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6230679, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.623306, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.62364, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.624202, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.624424, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.624565, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6249778, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.625375, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.625657, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.625885, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.627606, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.627732, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6279, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.628017, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.628356, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6285388, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6286569, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.628961, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6291578, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.629375, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.629571, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6297941, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6304598, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.630644, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.630892, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.631116, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.632229, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.632617, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6327941, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.632973, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.633858, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.634039, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.634249, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.634416, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6346931, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6353111, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6387358, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.638989, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6391869, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.639434, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.639616, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.63986, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6401742, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6404312, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.64063, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.640927, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.64111, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641265, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.64144, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641603, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641762, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641911, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.642108, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.642347, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6448572, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645033, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645385, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645621, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645867, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.646173, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.647361, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.647702, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6478798, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.648214, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.648437, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.649068, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.649315, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.650151, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6537468, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.65434, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.655499, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.655713, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.655807, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.657682, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.65785, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6586418, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.659046, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.659609, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6600661, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.660137, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.660674, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.660913, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.661213, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66151, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6618612, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6623979, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.662876, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.663643, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.664023, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66435, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66543, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66645, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6673532, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6684318, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.669076, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.669426, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.670161, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.670958, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6713972, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.671838, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.672553, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6730502, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6737359, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.674272, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.675006, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6758752, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.676499, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.67713, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6776588, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.677995, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.67839, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.678735, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.679384, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6802182, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6811352, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6820118, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.683977, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.68804, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.688571, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.68887, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.692511, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.69398, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6942441, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6944032, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6948302, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6950982, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.695287, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.695533, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.695699, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.696395, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.697199, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.69789, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.698459, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.698684, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.699033, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.69941, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7002082, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7006478, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.701045, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.701783, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.702707, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.703687, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.70409, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7042718, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.704774, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.705465, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7062871, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.706691, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.707007, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.708363, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.709845, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.711752, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7137978, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7141042, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7142348, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.717637, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.721261, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.721647, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.721903, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.722811, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7230349, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.723294, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.723503, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7237, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.723864, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.724034, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.724416, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7246442, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.725012, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.725535, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.725866, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7261848, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.729564, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.729922, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.73088, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7316601, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7321532, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.733361, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7349482, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.736025, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7368379, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7373261, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.738145, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.738979, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.739456, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.739647, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.740177, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7407649, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.741222, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.741832, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.742367, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.742502, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.742644, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.74278, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7432919, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.744082, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7451599, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.745429, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.745983, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.746749, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.75255, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.753258, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7541142, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.75482, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.755529, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7564511, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.756738, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.75685, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7597382, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.767925, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.768094, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7681742, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7687612, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7703738, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.770716, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.770994, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.771265, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7715771, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.771771, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.771971, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7723389, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.77249, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7726982, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7740228, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774158, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774282, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774459, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774567, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774671, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7757409, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.776128, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777071, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777233, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7773912, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.77755, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777694, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777864, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7786398, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.779265, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7806258, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.78088, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.78112, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.781348, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.781578, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.781857, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.782109, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7823381, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.782651, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.782754, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7829142, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7830138, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.783516, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.784317, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.785438, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.786121, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.786923, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.787406, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.787543, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7876759, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7878022, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7879412, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.791111, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.791271, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.79143, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7915788, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.793377, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7945962, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7947679, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.79506, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795357, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795506, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795637, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7957602, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795892, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.796387, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.796968, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.797492, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.797693, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7979121, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.798163, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7993422, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.803356, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.803721, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.80411, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.805749, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.806305, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807063, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807234, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807393, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8075678, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807725, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807874, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.808735, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.810121, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.810847, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.81103, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811219, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811376, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8115299, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811699, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811947, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8120499, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.812153, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.812767, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.814168, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8143418, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.815149, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.819019, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.824095, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.82578, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8262599, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8264341, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.826688, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.827137, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8272908, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8274188, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.827559, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.827677, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8279722, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8280919, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8281999, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.828622, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.829024, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.830444, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8324192, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8333561, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.834628, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.836333, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.837315, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.838264, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()},\n    {\"name\": \"_7_d_click\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.839361, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.2564218, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.275895, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.279665, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.283037, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.286133, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.2894652, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.2942982, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], 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From 11d9074dab653af216c98ad756b004faedcddb16 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 12 Nov 2024 11:20:26 -0800
Subject: [PATCH 35/44] regen docs and adjust seeds to produce output

---
 docs/catalog.json                                |  2 +-
 docs/manifest.json                               |  2 +-
 integration_tests/dbt_project.yml                |  9 +++++++++
 .../facebook_ads_basic_ad_action_values_data.csv | 10 +++++-----
 .../seeds/facebook_ads_basic_ad_actions_data.csv | 16 ++++++++--------
 5 files changed, 24 insertions(+), 15 deletions(-)

diff --git a/docs/catalog.json b/docs/catalog.json
index c40575e..f354a5c 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
-{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.8.7", "generated_at": "2024-11-07T21:00:47.964928Z", "invocation_id": "c95bd6a7-d63a-46c1-afba-d7a76554cfde", "env": {}}, "nodes": {"seed.facebook_ads_integration_tests.facebook_ads_account_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_account_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "name": {"type": "STRING", "index": 2, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 3, "name": "_fivetran_synced", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 59, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 2478, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_account_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_ad_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "ad_set_id": {"type": "INT64", "index": 3, "name": "ad_set_id", "comment": null}, "campaign_id": {"type": "INT64", "index": 4, "name": "campaign_id", "comment": null}, "creative_id": {"type": "INT64", "index": 5, "name": "creative_id", "comment": null}, "name": {"type": "STRING", "index": 6, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 8, "name": "updated_time", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 12, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 720, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_ad_set_history_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"id": {"type": "INT64", "index": 1, "name": "id", "comment": null}, "account_id": {"type": "INT64", "index": 2, "name": "account_id", "comment": null}, "campaign_id": {"type": "INT64", "index": 3, "name": "campaign_id", "comment": null}, "name": {"type": "STRING", "index": 4, "name": "name", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 5, "name": "_fivetran_synced", "comment": null}, "updated_time": {"type": "TIMESTAMP", "index": 6, "name": "updated_time", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 14, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 924, "include": true, "description": "Approximate size of table as reported by BigQuery"}, "has_stats": {"id": "has_stats", "label": "Has Stats?", "value": true, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data"}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": {"metadata": {"type": "table", "schema": "facebook_ads_source", "name": "facebook_ads_basic_ad_action_values_data", "database": "dbt-package-testing", "comment": null, "owner": null}, "columns": {"ad_id": {"type": "INT64", "index": 1, "name": "ad_id", "comment": null}, "date": {"type": "DATE", "index": 2, "name": "date", "comment": null}, "_fivetran_id": {"type": "STRING", "index": 3, "name": "_fivetran_id", "comment": null}, "index": {"type": "INT64", "index": 4, "name": "index", "comment": null}, "action_type": {"type": "STRING", "index": 5, "name": "action_type", "comment": null}, "value": {"type": "FLOAT64", "index": 6, "name": "value", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "_7_d_click": {"type": "FLOAT64", 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"INT64", "index": 2, "name": "ad_id", "comment": null}, "date": {"type": "DATE", "index": 3, "name": "date", "comment": null}, "index": {"type": "INT64", "index": 4, "name": "index", "comment": null}, "_1_d_view": {"type": "FLOAT64", "index": 5, "name": "_1_d_view", "comment": null}, "_7_d_click": {"type": "FLOAT64", "index": 6, "name": "_7_d_click", "comment": null}, "_fivetran_synced": {"type": "TIMESTAMP", "index": 7, "name": "_fivetran_synced", "comment": null}, "action_type": {"type": "STRING", "index": 8, "name": "action_type", "comment": null}, "inline": {"type": "FLOAT64", "index": 9, "name": "inline", "comment": null}, "value": {"type": "FLOAT64", "index": 10, "name": "value", "comment": null}}, "stats": {"num_rows": {"id": "num_rows", "label": "# Rows", "value": 10, "include": true, "description": "Approximate count of rows in this table"}, "num_bytes": {"id": "num_bytes", "label": "Approximate Size", "value": 1064, "include": true, "description": "Approximate size of table 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{"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.885535, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.892595, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "59a02830403e6d806f18880c179951c2cfb66e0bdc1a0e9b714ff7b608972fd3"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.889313, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "68470fabfdafc02b52a847a081a14f07ca7cd3dee34bddf3b9dbe1a5228a5306"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.890947, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "2c1f57ef1b7d063d8c925914b14aa56d3458f8da5a95bc34cf84d29121fcd32d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.886655, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "b429ea4f62825355de5c20338a4f9016675016973acbb011cfc6d58207a5efef"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.8883069, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.63517, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.6665401, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e21fcb08de77875c776508414c95f761ef3a96454da41248b4739554c581a20b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.032475, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_actions_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_actions_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.031965, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "4226d448f6cd6d877ea0a900397bcf7d0e1df5a7a036cbbe9287aef50aba4f8d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0328388, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n        {# \n            Adapted from fivetran_utils.fill_pass_through_columns() macro. \n            Ensures that downstream summations work if a connector schema is missing one of your facebook_ads__basic_ad_action_values_passthrough_metrics\n        #}\n        {% if var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n            {% for field in var('facebook_ads__basic_ad_action_values_passthrough_metrics') %}\n                {% if field.transform_sql %}\n                    , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% else %}\n                    , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n                {% endif %}\n            {% endfor %}\n        {% endif %}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n, \n    \n    \n    _7_d_click\n    \n as \n    \n    _7_d_click\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n        \n        \n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.031132, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0284731, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013204.976062, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0271869, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731013205.0278342, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.786378, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.80704, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.811311, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.815779, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.820426, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.825611, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.829686, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_source_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731013204.833838, "relation_name": "`dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731013204.9331331, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731013204.9351301, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9484758, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731013204.949497, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.952121, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731013204.95312, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9555788, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731013204.9565928, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9595299, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731013204.960534, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013204.9630132, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731013204.96401, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.033778, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.034986, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731013205.036139, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.038801, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.039786, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731013205.040786, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.043446, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.044847, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731013205.045915, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.0489862, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.049966, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731013205.0511, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.053777, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.055061, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731013205.05609, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.058851, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731013205.059851, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731013205.060833, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731013205.063392, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731013205.0664709, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_source_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_account_history_data`", "created_at": 1731013205.125288}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_history_data`", "created_at": 1731013205.126095}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_ad_set_history_data`", "created_at": 1731013205.126229}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_data`", "created_at": 1731013205.126349}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731013205.12653}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731013205.126762}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_campaign_history_data`", "created_at": 1731013205.12693}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_source", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_source`.`facebook_ads_creative_history_data`", "created_at": 1731013205.12709}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.385304, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.385555, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.385847, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.390482, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.391006, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3911521, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3913019, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.391446, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3915892, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.391767, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3920362, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.392192, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.392589, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3929548, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.393861, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.394081, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3944, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.394808, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.394964, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3957078, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.3962848, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.396949, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.401145, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.402625, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.404068, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.406235, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.406692, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.407508, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.408143, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.411985, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.412413, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.412569, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4127018, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.412898, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.413034, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.414474, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.415306, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.415915, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4188008, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.420138, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4206898, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.421651, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.422412, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4237351, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4251661, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4255779, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.425834, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.426473, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.426817, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.426985, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.427414, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.42788, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4280682, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.428905, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.429047, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.429635, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.429845, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.430414, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.430708, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.431297, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.431436, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.43172, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.431883, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4320982, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4339478, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434193, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434422, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434716, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.434889, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.436434, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439262, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439363, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4394639, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439748, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.439968, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4402611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.441421, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.441525, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.44174, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4419022, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.442074, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4421508, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.442249, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4425, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.443331, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4441202, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4443488, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.444858, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.445138, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.445552, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.446062, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.447669, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4479349, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448096, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448268, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448396, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4485571, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.448684, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.449277, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.449451, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.449744, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.44995, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.450656, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4508889, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4511192, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.451394, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.451628, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4526908, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4528909, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.453034, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.453172, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4533088, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.453851, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4541929, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.454507, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4552362, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4559429, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.45942, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.459685, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.459905, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.460793, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.46096, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4611259, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4624808, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.464226, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4719281, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4722419, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4724119, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.472499, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.47264, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.472757, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.472967, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.473202, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.475456, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.475649, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.476053, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.476466, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.477034, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.477451, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.477721, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.47805, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4784598, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.478664, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.478862, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.484761, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4876769, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.488854, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.489163, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.489381, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.49015, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.4905632, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.490946, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.492686, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.497914, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.498294, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.49854, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.49987, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5001101, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.500742, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.503526, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.506787, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.508416, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.508951, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.509588, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.509818, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5105112, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.51747, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.519178, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.519454, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.520424, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.520691, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.521326, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5219579, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5230699, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.523457, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.523801, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524197, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524395, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524683, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.524865, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525121, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525307, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525451, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525632, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.525789, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.526068, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5312169, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.537209, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.538462, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.539637, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5405838, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.540828, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5409431, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.541228, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.541389, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.545263, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5485098, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.553827, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.554698, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.554934, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555416, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555607, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555742, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555882, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.555993, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5561512, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.556264, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.556874, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.557099, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.55836, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.558808, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.559189, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.559705, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.559967, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.560249, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56064, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.560888, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56161, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.561982, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5621572, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56237, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.562562, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.563315, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.564533, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.564901, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.565144, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.565402, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56561, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.565919, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.566119, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5670311, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.567512, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.567721, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5680199, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.568383, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5686452, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.56912, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.569578, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.569899, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570102, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570349, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570475, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570753, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.570972, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.571274, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5714052, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.571667, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.571806, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.572407, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.572588, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.572868, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.573009, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.57343, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.573616, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.574625, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5747452, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.575273, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.57544, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.575576, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.577099, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5775402, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.577893, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.578169, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.578293, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.57857, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5787158, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.578988, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.579148, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.580002, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.58019, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.580631, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5813398, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.581795, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.581982, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.582155, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5824, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.582515, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.583361, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5835059, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.584723, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5849118, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.58514, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.585401, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.58554, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5859451, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.586101, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.586279, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.586715, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.587059, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.587342, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.587583, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.588143, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.589577, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.590292, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.590592, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5924742, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.593863, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.59459, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.594816, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.595037, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.595114, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.595851, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.59642, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5966458, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5970109, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.59735, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.597625, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5979478, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.5981078, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.598345, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.598474, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.599298, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.599694, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600009, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600569, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600868, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.600978, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.601326, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.601603, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6018329, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.601921, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.602186, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6023371, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.602648, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.602783, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.603449, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.603853, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6041868, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.604345, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.604626, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6047628, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605015, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605174, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605411, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.605591, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6058738, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6060128, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606257, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606434, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606796, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.606944, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.607187, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.607293, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.608196, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.608361, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6085272, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.60868, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.608841, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.60899, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6091468, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.609327, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6094878, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.609646, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.609799, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6100779, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610278, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610424, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610739, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.610977, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.611233, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6113348, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.611669, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.611937, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.612084, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6126149, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.612777, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6130009, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.61328, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.61341, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6137862, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6140401, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6143181, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6144562, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.614825, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6150122, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6151738, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6153479, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.616011, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.616222, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.616361, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6164632, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.61687, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.617038, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6171122, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.617273, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.617444, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.618321, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6184561, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.618609, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619002, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619182, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6193159, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619471, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.619592, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.62161, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.621781, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.621996, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6223419, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.622578, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.622887, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6230679, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.623306, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.62364, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.624202, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.624424, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.624565, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6249778, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.625375, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.625657, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.625885, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.627606, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.627732, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6279, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.628017, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.628356, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6285388, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6286569, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.628961, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6291578, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.629375, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.629571, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6297941, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6304598, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.630644, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.630892, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.631116, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.632229, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.632617, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6327941, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.632973, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.633858, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.634039, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.634249, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.634416, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6346931, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6353111, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6387358, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.638989, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6391869, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.639434, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.639616, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.63986, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6401742, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6404312, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.64063, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.640927, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.64111, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641265, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.64144, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641603, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641762, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.641911, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.642108, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.642347, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6448572, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645033, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645385, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645621, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.645867, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.646173, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.647361, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.647702, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6478798, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.648214, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.648437, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.649068, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.649315, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.650151, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6537468, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.65434, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.655499, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.655713, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.655807, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.657682, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.65785, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6586418, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.659046, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.659609, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6600661, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.660137, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.660674, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.660913, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.661213, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66151, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6618612, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6623979, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.662876, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.663643, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.664023, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66435, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66543, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.66645, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6673532, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6684318, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.669076, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.669426, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.670161, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.670958, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6713972, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.671838, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.672553, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6730502, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6737359, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.674272, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.675006, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6758752, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.676499, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.67713, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6776588, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.677995, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.67839, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.678735, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.679384, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6802182, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6811352, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6820118, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.683977, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.68804, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.688571, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.68887, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.692511, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.69398, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6942441, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6944032, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6948302, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.6950982, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.695287, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.695533, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.695699, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.696395, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.697199, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.69789, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.698459, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.698684, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.699033, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.69941, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7002082, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7006478, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.701045, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.701783, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.702707, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.703687, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.70409, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7042718, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.704774, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.705465, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7062871, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.706691, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.707007, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.708363, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.709845, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.711752, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7137978, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7141042, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7142348, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.717637, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.721261, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.721647, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.721903, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.722811, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7230349, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.723294, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.723503, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7237, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.723864, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.724034, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.724416, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7246442, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.725012, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.725535, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.725866, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7261848, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.729564, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.729922, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.73088, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7316601, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7321532, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.733361, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7349482, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.736025, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7368379, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7373261, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.738145, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.738979, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.739456, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.739647, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.740177, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7407649, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.741222, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.741832, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.742367, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.742502, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.742644, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.74278, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7432919, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.744082, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7451599, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.745429, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.745983, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.746749, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.75255, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.753258, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7541142, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.75482, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.755529, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7564511, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.756738, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.75685, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7597382, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.767925, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.768094, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7681742, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7687612, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7703738, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.770716, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.770994, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.771265, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7715771, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.771771, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.771971, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7723389, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.77249, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7726982, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7740228, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774158, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774282, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774459, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774567, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.774671, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7757409, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.776128, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777071, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777233, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7773912, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.77755, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777694, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.777864, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7786398, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.779265, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7806258, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.78088, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.78112, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.781348, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.781578, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.781857, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.782109, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7823381, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.782651, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.782754, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7829142, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7830138, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.783516, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.784317, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.785438, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.786121, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.786923, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.787406, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.787543, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7876759, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7878022, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7879412, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.791111, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.791271, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.79143, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7915788, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.793377, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7945962, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7947679, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.79506, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795357, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795506, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795637, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7957602, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.795892, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.796387, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.796968, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.797492, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.797693, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7979121, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.798163, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.7993422, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.803356, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.803721, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.80411, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.805749, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.806305, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807063, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807234, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807393, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8075678, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807725, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.807874, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.808735, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.810121, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.810847, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.81103, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811219, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811376, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8115299, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811699, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.811947, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8120499, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.812153, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.812767, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.814168, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8143418, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.815149, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.819019, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.824095, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.82578, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8262599, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8264341, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.826688, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.827137, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8272908, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8274188, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.827559, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.827677, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8279722, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8280919, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8281999, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.828622, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.829024, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.830444, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8324192, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.8333561, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.834628, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.836333, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.837315, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.838264, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()},\n    {\"name\": \"_7_d_click\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731013203.839361, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.2564218, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.275895, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.279665, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.283037, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.286133, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.2894652, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_source_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731013204.2942982, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": 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null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.903939, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.9101162, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "59a02830403e6d806f18880c179951c2cfb66e0bdc1a0e9b714ff7b608972fd3"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.907753, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "68470fabfdafc02b52a847a081a14f07ca7cd3dee34bddf3b9dbe1a5228a5306"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.909059, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "2c1f57ef1b7d063d8c925914b14aa56d3458f8da5a95bc34cf84d29121fcd32d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.905094, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "b429ea4f62825355de5c20338a4f9016675016973acbb011cfc6d58207a5efef"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.906762, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.667618, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.696987, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e818ceb4efda63d0e63702e250b413f316697daf8dfb47a8ed1851b7488bc5fa"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0452712, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0446699, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "efdeed5a778c5ce9558dd31aff4e95cb35d64b260b58eb271cf9c31f4a008118"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.045776, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0438201, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.041182, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.039223, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0399308, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.04055, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.809521, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.828741, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.832861, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.8369112, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.841433, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.845474, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.8494248, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.853438, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731439059.949883, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731439059.951765, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.9646459, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731439059.9656682, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.968158, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731439059.969162, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.9715688, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731439059.9725618, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.975561, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731439059.976556, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.97897, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731439059.979991, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.046527, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.0477288, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731439060.0487628, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.051442, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.052442, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731439060.053432, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.056134, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.057164, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731439060.058253, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.060886, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.0619688, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731439060.062953, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.065407, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.066396, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731439060.067393, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.070197, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.071202, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731439060.072204, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731439060.07462, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731439060.0770571, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "created_at": 1731439060.1314712}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "created_at": 1731439060.132261}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "created_at": 1731439060.132393}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "created_at": 1731439060.133013}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731439060.1331441}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731439060.133256}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "created_at": 1731439060.1333718}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "created_at": 1731439060.133496}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.520446, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.520693, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.52099, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.525416, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5258949, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526032, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526179, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526318, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526461, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526635, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526897, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.527054, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.527463, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5278301, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.528544, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.528714, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.528987, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.529367, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5295238, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5302489, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5308192, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.531472, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.535883, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.537212, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.538514, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.540631, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.540921, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.541655, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.542274, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5464, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.546868, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.547086, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5472472, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.547463, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.547601, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.548906, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.549718, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.550306, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.553169, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5544279, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.55497, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5559318, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.556591, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.557677, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.559079, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.559466, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.559711, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5603368, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.560674, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.560843, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.56128, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.561742, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.561926, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.562748, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.562894, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.563481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5636952, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.564268, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.564563, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5651672, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.565301, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.565591, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.565757, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5659578, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.567643, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5678349, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.56805, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.568318, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.568487, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.569823, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5726001, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5726888, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.572787, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.57306, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5731661, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.573431, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.574579, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.574686, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.574903, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5750651, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.57524, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5753129, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.575412, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.575655, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.576481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.577051, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.577218, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5776799, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5779068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5782971, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5787818, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580273, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580491, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5806541, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580829, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580959, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.581121, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.581247, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.581852, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.582025, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.582315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.582519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.583207, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5834408, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.583669, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.583947, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5841768, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.585247, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.585442, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5855832, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5857222, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.585859, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.586228, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.586529, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5868218, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.587521, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.588192, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.591448, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.591779, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.591989, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.592874, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.593039, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.593206, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5945668, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.595955, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6036868, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6039839, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604154, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604244, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6043909, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604504, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604704, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604928, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6068559, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.607049, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6074529, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.607863, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.608439, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.608856, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6091259, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.609453, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.609865, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.610068, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.610276, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.615954, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.618623, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.619738, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.620034, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6202419, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.620822, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6211991, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.621567, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.623322, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.62848, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.628872, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.629118, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.630513, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6307662, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.631407, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.634238, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.63703, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6386628, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.63919, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.63983, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.64006, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6407502, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6474829, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.649076, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.649334, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.650301, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.650562, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.651181, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.651788, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.652877, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653104, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653284, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653573, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653759, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654042, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654221, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654475, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6546571, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654807, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.655005, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.65516, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6554282, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.660543, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.666314, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.667472, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.668597, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6694012, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.669631, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.669742, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.670026, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.670191, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.673888, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6771572, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.682506, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.683378, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.683604, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684074, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684258, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684387, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684523, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684635, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6847901, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.68491, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6853719, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.685549, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.686773, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.687201, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.687568, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6880698, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6883268, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6886022, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.688992, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6892512, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6899981, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.690367, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6905448, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6907399, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.690924, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.691678, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.692891, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.693269, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.693515, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69378, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6939871, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.694298, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6945002, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69522, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69564, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.695839, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.696131, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.696471, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6967292, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6972091, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69765, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.697969, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.698173, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6984189, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.698538, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.698804, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6990159, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.699336, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.699578, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6999319, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.700107, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.700792, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.700983, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.70126, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7014039, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.701673, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.701812, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.702806, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.702931, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7034502, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.703611, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.703743, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.705042, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.705408, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7057421, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.705984, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706101, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706363, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706502, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706764, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706908, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.70776, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7079391, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7083688, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.709027, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.709471, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7096498, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7098188, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.710052, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.710169, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.711017, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.711162, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.712458, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.712647, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.712876, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7131379, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.713276, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.713679, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7138329, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.714005, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.714423, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.714764, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.71505, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.715287, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7158358, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7172558, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.717817, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7180989, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.719981, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.721189, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7219, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.72212, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7223418, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7224178, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.723157, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7237241, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.723947, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.724301, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.724627, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7249012, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7252202, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.725377, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.725611, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.72573, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7265542, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.726946, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.727131, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.727625, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7278762, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.727977, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.728309, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.728545, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7287621, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.728838, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7290912, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7292259, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.729511, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.729645, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7302861, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73068, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.731009, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73117, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7314482, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.731581, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.731827, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73198, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732217, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732373, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732639, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732764, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732998, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73316, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.733438, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.733569, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.733802, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7339048, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.734812, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.734968, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735126, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735273, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735431, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735574, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735729, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735903, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736057, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7361999, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736355, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736497, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736651, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73679, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737056, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7372448, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737484, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737584, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737911, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.738166, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7383108, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7388391, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.738998, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.739213, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7394822, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7396102, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.739973, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.740204, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7404768, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.740604, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.740963, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.741138, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7412941, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.741466, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742122, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742333, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742475, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742584, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742979, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743147, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743222, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743381, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743541, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.744382, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7445178, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7446709, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7450528, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7452312, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.745365, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.745517, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.74564, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.747673, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.747835, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7480462, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.748385, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.748621, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.748929, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.749107, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.749278, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7495198, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.750047, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75027, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.750405, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7508109, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.751201, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.751474, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.751688, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7534149, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.753529, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.753689, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.753802, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75413, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.754306, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75442, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.754696, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.754892, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.755114, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75531, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.755529, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7561889, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.756373, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.756608, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75683, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.757935, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.758328, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.758504, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.758687, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.759352, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7595148, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.759709, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75987, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7601302, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.760652, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764056, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764302, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764501, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764746, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7649229, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7650719, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7652428, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.765481, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7656782, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7659678, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766145, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766297, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766471, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766627, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766783, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766926, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7671208, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.767346, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.769648, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.769802, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.770101, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.770315, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7705128, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.770688, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.771811, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.772144, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.772319, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.772651, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7728698, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.773512, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.773762, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.774571, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7779222, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.778452, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.779524, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.779726, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.779823, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.781441, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.781588, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.782376, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.782766, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.783318, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.783775, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.783844, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7843578, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.784596, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7848918, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.785177, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.785525, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7860422, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7865212, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.787145, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.787455, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7877681, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.788844, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7898219, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7906659, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7916942, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.792321, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.792649, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.793364, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7941601, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.79459, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.795022, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7956128, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7960691, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.796615, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.797172, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.797838, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7986538, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7992692, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7998788, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.800399, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.800725, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.801109, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.801453, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8021, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.802908, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8038, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.804665, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8065841, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.810377, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.810901, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8111942, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.814673, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.816119, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8163798, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8165371, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.816961, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817232, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817418, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817664, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817826, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8185139, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.819314, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8200052, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8205671, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.820791, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.821141, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.821514, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8220959, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.822397, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.822722, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8234072, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.824219, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.825056, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.825452, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.825633, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.826133, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8268201, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8276339, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.828025, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.828299, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8296041, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.831012, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8325791, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.834361, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.834645, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.834775, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.838156, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.841504, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8417978, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.842037, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.842923, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8431401, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8433018, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843487, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843648, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843807, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843977, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.844349, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.844575, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.844953, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8454678, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.845799, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8461142, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8494568, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.849807, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.850525, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.851229, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.851722, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.852897, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8543391, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.855422, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.856247, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8567219, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8574688, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.85838, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.858892, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.859095, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.859506, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8600929, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8605728, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.861185, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.861771, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.861919, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8620548, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.86219, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.862719, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.863519, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.864602, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8648698, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.865418, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.866179, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.871478, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.872143, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.872989, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8736908, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8743832, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.875298, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8754728, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8755789, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8787, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.886507, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.886724, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.886815, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.887437, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889065, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889397, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889659, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889921, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.890241, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.890431, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8906329, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.890987, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.891134, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.891327, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.892538, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.892672, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8927948, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.892973, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.893086, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.893194, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.894264, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.894648, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.895593, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.895756, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.895916, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8960729, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.896214, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.896378, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.897133, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.89775, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.899114, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8993511, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.899591, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.899822, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9000478, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9003038, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.900554, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.90079, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901103, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901203, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901366, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901464, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901823, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.902508, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.903469, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.904042, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.90481, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9052758, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.905407, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.905535, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.90566, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.905792, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.908808, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9089699, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.909125, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.909274, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.91095, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9118972, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9120362, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.912301, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9125729, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.912701, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.912822, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9129431, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.913066, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.913549, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.914099, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9145842, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9147809, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.914997, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.915242, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.916539, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9204931, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92085, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.921228, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92287, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92342, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.923996, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.924144, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.924299, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9244642, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9246101, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.924758, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9256241, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9268758, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9276302, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9278011, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9279842, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92815, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9283159, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9284952, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.928758, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.928863, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9289641, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.929597, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.93103, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.931207, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9320362, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.935712, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.940382, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.941806, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9421499, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9422998, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.942494, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.942834, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9429471, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943064, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9431648, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943269, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.94353, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943635, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943732, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.944125, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.944509, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9458969, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.947905, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.949101, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9503691, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9521549, "supported_languages": null}, "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns": {"name": "facebook_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/facebook_ads_fill_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_fill_pass_through_columns.sql", "unique_id": "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns", "macro_sql": "{% macro facebook_ads_fill_pass_through_columns(pass_through_fields) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if field.transform_sql %}\n            , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% else %}\n            , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.952941, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9538891, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9548328, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.955772, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.3364108, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.354825, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.3583019, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.361732, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.365043, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.368434, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.373625, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], 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["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], 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"test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": 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["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": [], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": [], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": [], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": [], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": [], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": [], "source.facebook_ads_source.facebook_ads.account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "source.facebook_ads_source.facebook_ads.campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "source.facebook_ads_source.facebook_ads.creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}, "unit_tests": {}}
\ No newline at end of file
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index a45b21b..31eab1d 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -13,12 +13,21 @@ vars:
   facebook_ads_basic_ad_action_values_identifier: "facebook_ads_basic_ad_action_values_data"
   facebook_ads_campaign_history_identifier: "facebook_ads_campaign_history_data"
   facebook_ads_creative_history_identifier: "facebook_ads_creative_history_data"
+  
+  facebook_ads__basic_ad_passthrough_metrics:
+    - name: "reach"
+    - name: "frequency"
+      alias: "fake_freq_name"
   facebook_ads__basic_ad_actions_passthrough_metrics: 
     - name: 'inline'
       alias: 'conversion_value_inline'
     - name: '_1_d_view'
     - name: '_7_d_click'
     - name: '_28_d_click'
+  facebook_ads__basic_ad_action_values_passthrough_metrics: 
+    - name: 'inline'
+      alias: 'conversion_value_inline'
+    - name: '_7_d_click'
   facebook_ads__conversion_action_types:
     - name: lead
     - pattern: offsite_conversion%
diff --git a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
index 70d8fd6..da63b1c 100644
--- a/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
+++ b/integration_tests/seeds/facebook_ads_basic_ad_action_values_data.csv
@@ -4,8 +4,8 @@ ad_id,date,_fivetran_id,index,action_type,value,_fivetran_synced,_7_d_click
 23856469955990536,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.lead_grouped,46787.82,2024-10-02T16:45:26.777,46787.82
 23856469955990536,2020-12-06,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,offsite_conversion.fb_pixel_lead,46787.82,2024-10-02T16:45:26.777,46787.82
 23856469955990536,2020-12-02,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,onsite_web_app_view_content,46787.82,2024-10-02T16:45:26.777,46787.82
-6317634610871,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,29324.84,2024-10-02T16:33:01.394,29324.84
-6317634610871,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,29324.84,2024-10-02T16:33:01.394,29324.84
-6317634610871,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,29324.84,2024-10-02T16:33:01.394,29324.84
-6317634610871,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,view_content,4194.29,2024-10-02T16:33:01.394,4194.29
-6317634610871,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_view_content,4194.29,2024-10-02T16:33:01.394,4194.29
\ No newline at end of file
+6229007992271,2020-12-03,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,0,offsite_conversion.fb_pixel_purchase,29324.84,2024-10-02T16:33:01.394,29324.84
+6229007992271,2020-12-14,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,1,onsite_web_add_to_cart,29324.84,2024-10-02T16:33:01.394,29324.84
+6229007992271,2020-12-13,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,2,onsite_conversion.purchase,29324.84,2024-10-02T16:33:01.394,29324.84
+6229007992271,2020-12-05,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,3,view_content,4194.29,2024-10-02T16:33:01.394,4194.29
+6229007992271,2020-12-08,2jmj7l5rSw0yVb/vlWAYkK/YBwk=,4,offsite_conversion.fb_pixel_view_content,4194.29,2024-10-02T16:33:01.394,4194.29
\ No newline at end of file
diff --git a/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
index 438ed99..1923a09 100644
--- a/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
+++ b/integration_tests/seeds/facebook_ads_basic_ad_actions_data.csv
@@ -1,11 +1,11 @@
 _fivetran_id,ad_id,date,index,_1_d_view,_7_d_click,_fivetran_synced,action_type,inline,value
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-10,0,2.0,,2023-05-18 18:41:01.193000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-04,1,2.0,,2023-05-18 18:41:01.193000,lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-05,0,,2.0,2023-05-18 18:40:49.736000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-06,0,,2.0,2023-05-18 18:41:01.192000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-02,1,,2.0,2023-05-18 18:40:42.369000,offsite_conversion.fb_pixel_lead,,2.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-03,0,,3.0,2023-05-18 18:40:49.761000,offsite_conversion.fb_pixel_lead,,3.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-14,0,,3.0,2023-06-28 10:58:39.102000,offsite_conversion.fb_pixel_lead,,3.0
-2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317634610871,2020-12-13,0,,4.0,2023-05-18 18:40:42.358000,offsite_conversion.fb_pixel_lead,,4.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-10,0,2.0,,2023-05-18 18:41:01.193000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-04,1,2.0,,2023-05-18 18:41:01.193000,lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-05,0,,2.0,2023-05-18 18:40:49.736000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-06,0,,2.0,2023-05-18 18:41:01.192000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-02,1,,2.0,2023-05-18 18:40:42.369000,offsite_conversion.fb_pixel_lead,,2.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-03,0,,3.0,2023-05-18 18:40:49.761000,offsite_conversion.fb_pixel_lead,,3.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-14,0,,3.0,2023-06-28 10:58:39.102000,offsite_conversion.fb_pixel_lead,,3.0
+2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6229007992271,2020-12-13,0,,4.0,2023-05-18 18:40:42.358000,offsite_conversion.fb_pixel_lead,,4.0
 2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2020-12-05,0,,1.0,2023-05-18 18:40:42.361000,offsite_conversion.fb_pixel_lead,,1.0
 2jmj7l5rSw0yVb/vlWAYkK/YBwk=,6317039926871,2020-12-08,1,,1.0,2023-05-18 18:40:42.361000,lead,,1.0
\ No newline at end of file

From 6402d52e6ab63b438dd086e822e4e65c01708c6f Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 12 Nov 2024 15:52:48 -0800
Subject: [PATCH 36/44] Update README.md

Co-authored-by: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 20b66c1..827bb7f 100644
--- a/README.md
+++ b/README.md
@@ -93,7 +93,7 @@ vars:
 To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG.
 
 #### Passing Through Additional Metrics
-By default, this package will select `clicks`, `impressions`, `cost`, and conversion `value` (using the default attribution window) from the source reporting tables (`BASIC_AD`, `BASIC_AD_ACTIONS`, and `BASIC_AD_ACTION_VALUES`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
+By default, this package will select `clicks`, `impressions`, `cost`, `conversion`, and conversion `value` (using the default attribution window) from the source reporting tables (`BASIC_AD`, `BASIC_AD_ACTIONS`, and `BASIC_AD_ACTION_VALUES`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
 
 > **Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, spend, and default-attribution window conversion values) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
 

From b26afc7a6ed5ad00ceabce7fdce80ccc1dbdf9f5 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 12 Nov 2024 16:12:12 -0800
Subject: [PATCH 37/44] renee feedback

---
 CHANGELOG.md                             | 2 +-
 README.md                                | 2 +-
 docs/catalog.json                        | 2 +-
 docs/manifest.json                       | 2 +-
 models/facebook_ads__account_report.sql  | 1 +
 models/facebook_ads__ad_report.sql       | 1 +
 models/facebook_ads__ad_set_report.sql   | 1 +
 models/facebook_ads__campaign_report.sql | 1 +
 models/facebook_ads__url_report.sql      | 1 +
 9 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4513056..60c761c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -30,7 +30,7 @@ vars:
 >**Note**: If you were previously utilizing the `facebook_ads__basic_ad_passthrough_metrics` variable to include a (likely null) field called `conversions` or `conversions_value`, the package's version of these fields will take precedence over yours. To continue including your old conversions fields, change the `alias` of the passthrough field to another name.
 
 - Creates the new `facebook_ads__basic_ad_actions_passthrough_metrics` and `facebook_ads__basic_ad_action_values_passthrough_metrics` variables to pass through additional conversion value metrics that are calculated using different attribution windows. 
-  - By default, the package includes only the conversion values calculated using the default attribution window set in Meta, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variables.
+  - By default, the package includes only the conversion values calculated using the [default](https://fivetran.com/docs/connectors/applications/facebook-ads/custom-reports#attributionwindows) attribution window set in Meta, but your report may include calculations using the other windows defined [here](https://developers.facebook.com/docs/marketing-api/reference/ads-action-stats/). See [README](https://github.com/fivetran/dbt_facebook_ads/tree/main?tab=readme-ov-file#passing-through-additional-metrics) for details on how to use the new variables.
 - Adds `optimization_goal` field to `facebook_ads__ad_set_report` model. This is defined as the optimization goal this ad set is using, possible values of which are defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).
 - Adds `conversion_domain` field to `facebook_ads__ad_report` model. This is defined as the domain you've configured the ad to convert to.
 
diff --git a/README.md b/README.md
index 827bb7f..446094c 100644
--- a/README.md
+++ b/README.md
@@ -93,7 +93,7 @@ vars:
 To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG.
 
 #### Passing Through Additional Metrics
-By default, this package will select `clicks`, `impressions`, `cost`, `conversion`, and conversion `value` (using the default attribution window) from the source reporting tables (`BASIC_AD`, `BASIC_AD_ACTIONS`, and `BASIC_AD_ACTION_VALUES`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
+By default, this package will select `clicks`, `impressions`, `cost`, `conversion`, and conversion `value` (using the [default](https://fivetran.com/docs/connectors/applications/facebook-ads/custom-reports#attributionwindows) attribution window) from the source reporting tables (`BASIC_AD`, `BASIC_AD_ACTIONS`, and `BASIC_AD_ACTION_VALUES`) to store into the output models. If you would like to pass through additional metrics to the output models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) and transformed (`transform_sql`) if desired, but not required. Only the `name` of each metric field is required. Use the below format for declaring the respective pass-through variables:
 
 > **Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, spend, and default-attribution window conversion values) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
 
diff --git a/docs/catalog.json b/docs/catalog.json
index f354a5c..e0dc945 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
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{"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.903939, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.9101162, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "59a02830403e6d806f18880c179951c2cfb66e0bdc1a0e9b714ff7b608972fd3"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.907753, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "68470fabfdafc02b52a847a081a14f07ca7cd3dee34bddf3b9dbe1a5228a5306"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.909059, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "2c1f57ef1b7d063d8c925914b14aa56d3458f8da5a95bc34cf84d29121fcd32d"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.905094, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "b429ea4f62825355de5c20338a4f9016675016973acbb011cfc6d58207a5efef"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439059.906762, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.667618, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.696987, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e818ceb4efda63d0e63702e250b413f316697daf8dfb47a8ed1851b7488bc5fa"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0452712, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0446699, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "efdeed5a778c5ce9558dd31aff4e95cb35d64b260b58eb271cf9c31f4a008118"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.045776, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0438201, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.041182, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.039223, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.0399308, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731439060.04055, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.809521, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.828741, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.832861, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.8369112, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.841433, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.845474, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.8494248, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731439059.853438, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731439059.949883, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731439059.951765, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.9646459, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731439059.9656682, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.968158, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731439059.969162, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.9715688, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731439059.9725618, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.975561, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731439059.976556, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439059.97897, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731439059.979991, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.046527, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.0477288, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731439060.0487628, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.051442, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.052442, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731439060.053432, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.056134, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.057164, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731439060.058253, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.060886, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.0619688, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731439060.062953, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.065407, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.066396, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731439060.067393, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.070197, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731439060.071202, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731439060.072204, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731439060.07462, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731439060.0770571, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "created_at": 1731439060.1314712}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "created_at": 1731439060.132261}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "created_at": 1731439060.132393}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "created_at": 1731439060.133013}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731439060.1331441}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731439060.133256}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "created_at": 1731439060.1333718}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "created_at": 1731439060.133496}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.520446, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.520693, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.52099, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.525416, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5258949, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526032, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526179, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526318, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526461, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526635, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.526897, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.527054, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.527463, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5278301, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.528544, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.528714, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.528987, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.529367, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5295238, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5302489, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5308192, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.531472, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.535883, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.537212, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.538514, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.540631, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.540921, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.541655, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.542274, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5464, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.546868, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.547086, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5472472, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.547463, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.547601, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.548906, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.549718, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.550306, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.553169, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5544279, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.55497, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5559318, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.556591, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.557677, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.559079, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.559466, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.559711, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5603368, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.560674, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.560843, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.56128, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.561742, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.561926, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.562748, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.562894, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.563481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5636952, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.564268, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.564563, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5651672, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.565301, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.565591, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.565757, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5659578, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.567643, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5678349, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.56805, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.568318, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.568487, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.569823, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5726001, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5726888, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.572787, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.57306, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5731661, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.573431, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.574579, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.574686, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.574903, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5750651, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.57524, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5753129, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.575412, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.575655, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.576481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.577051, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.577218, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5776799, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5779068, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5782971, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5787818, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580273, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580491, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5806541, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580829, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.580959, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.581121, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.581247, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.581852, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.582025, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.582315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.582519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.583207, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5834408, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.583669, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.583947, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5841768, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.585247, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.585442, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5855832, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5857222, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.585859, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.586228, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.586529, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5868218, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.587521, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.588192, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.591448, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.591779, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.591989, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.592874, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.593039, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.593206, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.5945668, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.595955, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6036868, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6039839, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604154, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604244, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6043909, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604504, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604704, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.604928, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6068559, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.607049, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6074529, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.607863, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.608439, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.608856, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6091259, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.609453, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.609865, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.610068, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.610276, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.615954, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.618623, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.619738, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.620034, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6202419, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.620822, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6211991, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.621567, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.623322, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.62848, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.628872, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.629118, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.630513, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6307662, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.631407, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.634238, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.63703, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6386628, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.63919, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.63983, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.64006, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6407502, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6474829, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.649076, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.649334, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.650301, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.650562, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.651181, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.651788, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.652877, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653104, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653284, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653573, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.653759, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654042, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654221, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654475, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6546571, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.654807, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.655005, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.65516, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6554282, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.660543, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.666314, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.667472, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.668597, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6694012, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.669631, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.669742, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.670026, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.670191, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.673888, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6771572, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.682506, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.683378, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.683604, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684074, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684258, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684387, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684523, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.684635, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6847901, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.68491, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6853719, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.685549, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.686773, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.687201, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.687568, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6880698, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6883268, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6886022, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.688992, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6892512, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6899981, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.690367, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6905448, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6907399, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.690924, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.691678, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.692891, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.693269, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.693515, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69378, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6939871, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.694298, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6945002, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69522, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69564, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.695839, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.696131, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.696471, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6967292, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6972091, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.69765, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.697969, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.698173, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6984189, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.698538, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.698804, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6990159, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.699336, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.699578, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.6999319, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.700107, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.700792, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.700983, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.70126, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7014039, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.701673, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.701812, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.702806, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.702931, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7034502, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.703611, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.703743, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.705042, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.705408, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7057421, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.705984, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706101, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706363, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706502, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706764, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.706908, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.70776, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7079391, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7083688, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.709027, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.709471, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7096498, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7098188, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.710052, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.710169, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.711017, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.711162, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.712458, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.712647, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.712876, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7131379, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.713276, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.713679, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7138329, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.714005, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.714423, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.714764, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.71505, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.715287, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7158358, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7172558, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.717817, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7180989, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.719981, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.721189, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7219, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.72212, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7223418, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7224178, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.723157, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7237241, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.723947, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.724301, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.724627, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7249012, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7252202, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.725377, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.725611, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.72573, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7265542, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.726946, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.727131, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.727625, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7278762, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.727977, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.728309, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.728545, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7287621, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.728838, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7290912, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7292259, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.729511, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.729645, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7302861, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73068, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.731009, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73117, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7314482, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.731581, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.731827, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73198, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732217, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732373, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732639, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732764, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.732998, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73316, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.733438, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.733569, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.733802, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7339048, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.734812, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.734968, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735126, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735273, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735431, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735574, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735729, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.735903, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736057, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7361999, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736355, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736497, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.736651, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.73679, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737056, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7372448, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737484, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737584, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.737911, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.738166, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7383108, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7388391, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.738998, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.739213, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7394822, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7396102, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.739973, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.740204, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7404768, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.740604, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.740963, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.741138, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7412941, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.741466, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742122, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742333, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742475, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742584, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.742979, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743147, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743222, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743381, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.743541, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.744382, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7445178, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7446709, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7450528, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7452312, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.745365, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.745517, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.74564, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.747673, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.747835, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7480462, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.748385, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.748621, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.748929, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.749107, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.749278, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7495198, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.750047, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75027, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.750405, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7508109, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.751201, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.751474, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.751688, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7534149, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.753529, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.753689, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.753802, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75413, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.754306, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75442, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.754696, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.754892, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.755114, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75531, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.755529, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7561889, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.756373, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.756608, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75683, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.757935, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.758328, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.758504, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.758687, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.759352, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7595148, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.759709, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.75987, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7601302, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.760652, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764056, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764302, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764501, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.764746, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7649229, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7650719, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7652428, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.765481, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7656782, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7659678, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766145, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766297, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766471, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766627, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766783, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.766926, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7671208, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.767346, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.769648, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.769802, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.770101, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.770315, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7705128, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.770688, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.771811, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.772144, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.772319, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.772651, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7728698, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.773512, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.773762, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.774571, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7779222, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.778452, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.779524, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.779726, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.779823, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.781441, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.781588, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.782376, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.782766, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.783318, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.783775, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.783844, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7843578, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.784596, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7848918, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.785177, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.785525, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7860422, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7865212, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.787145, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.787455, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7877681, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.788844, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7898219, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7906659, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7916942, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.792321, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.792649, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.793364, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7941601, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.79459, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.795022, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7956128, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7960691, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.796615, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.797172, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.797838, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7986538, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7992692, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.7998788, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.800399, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.800725, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.801109, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.801453, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8021, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.802908, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8038, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.804665, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8065841, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.810377, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.810901, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8111942, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.814673, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.816119, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8163798, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8165371, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.816961, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817232, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817418, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817664, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.817826, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8185139, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.819314, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8200052, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8205671, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.820791, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.821141, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.821514, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8220959, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.822397, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.822722, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8234072, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.824219, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.825056, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.825452, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.825633, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.826133, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8268201, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8276339, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.828025, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.828299, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8296041, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.831012, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8325791, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.834361, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.834645, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.834775, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.838156, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.841504, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8417978, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.842037, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.842923, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8431401, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8433018, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843487, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843648, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843807, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.843977, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.844349, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.844575, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.844953, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8454678, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.845799, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8461142, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8494568, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.849807, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.850525, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.851229, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.851722, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.852897, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8543391, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.855422, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.856247, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8567219, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8574688, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.85838, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.858892, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.859095, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.859506, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8600929, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8605728, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.861185, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.861771, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.861919, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8620548, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.86219, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.862719, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.863519, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.864602, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8648698, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.865418, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.866179, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.871478, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.872143, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.872989, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8736908, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8743832, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.875298, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8754728, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8755789, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8787, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.886507, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.886724, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.886815, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.887437, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889065, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889397, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889659, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.889921, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.890241, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.890431, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8906329, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.890987, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.891134, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.891327, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.892538, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.892672, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8927948, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.892973, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.893086, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.893194, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.894264, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.894648, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.895593, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.895756, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.895916, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8960729, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.896214, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.896378, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.897133, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.89775, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.899114, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.8993511, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.899591, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.899822, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9000478, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9003038, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.900554, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.90079, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901103, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901203, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901366, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901464, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.901823, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.902508, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.903469, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.904042, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.90481, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9052758, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.905407, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.905535, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.90566, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.905792, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.908808, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9089699, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.909125, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.909274, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.91095, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9118972, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9120362, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.912301, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9125729, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.912701, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.912822, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9129431, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.913066, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.913549, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.914099, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9145842, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9147809, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.914997, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.915242, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.916539, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9204931, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92085, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.921228, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92287, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92342, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.923996, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.924144, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.924299, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9244642, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9246101, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.924758, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9256241, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9268758, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9276302, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9278011, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9279842, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.92815, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9283159, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9284952, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.928758, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.928863, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9289641, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.929597, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.93103, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.931207, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9320362, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.935712, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.940382, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.941806, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9421499, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9422998, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.942494, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.942834, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9429471, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943064, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9431648, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943269, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.94353, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943635, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.943732, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.944125, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.944509, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9458969, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.947905, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.949101, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9503691, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9521549, "supported_languages": null}, "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns": {"name": "facebook_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/facebook_ads_fill_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_fill_pass_through_columns.sql", "unique_id": "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns", "macro_sql": "{% macro facebook_ads_fill_pass_through_columns(pass_through_fields) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if field.transform_sql %}\n            , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% else %}\n            , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.952941, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9538891, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.9548328, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731439058.955772, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.3364108, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.354825, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.3583019, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.361732, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.365043, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.368434, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731439059.373625, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], 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null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp", "value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}}, "created_at": 1731456662.214783, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "model.facebook_ads.facebook_ads__url_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_report.sql", "original_file_path": "models/facebook_ads__url_report.sql", "unique_id": "model.facebook_ads.facebook_ads__url_report", "fqn": ["facebook_ads", "facebook_ads__url_report"], "alias": "facebook_ads__url_report", "checksum": {"name": "sha256", "checksum": "c2f762b35e296244858277cfd59ca3ddac6745199d12e4e06d92352c285f83e1"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.643842, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.649693, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "83733ea9fd36d94313f03106c99767134deb563b66a633a7e0792f0076872f10"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6473868, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "1f66182ee3093654137c3448e0fbb6538831e570b3213562997e2093e528a02a"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6486819, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "c033cd34839fdeb566f36442ea5216dbd1942c627fefc03fbb2bb26b5033f346"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6448052, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "92331eb480c1a0ea7da1e7e6bde0d1d56accc9ae638c508df81185a0682aa47a"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6464, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.4128902, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.442338, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e818ceb4efda63d0e63702e250b413f316697daf8dfb47a8ed1851b7488bc5fa"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.778635, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.778101, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "efdeed5a778c5ce9558dd31aff4e95cb35d64b260b58eb271cf9c31f4a008118"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.779061, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.7772212, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.7745311, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.772556, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.773272, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.7738938, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.5519738, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.570949, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.574923, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.578876, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.583311, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.587289, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.5911832, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.59516, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731456662.687593, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731456662.6891809, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.70112, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731456662.702122, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.704554, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731456662.705556, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.70795, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731456662.7089448, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.7118669, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731456662.712876, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.715287, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731456662.716278, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.779677, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.780791, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731456662.7818398, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.78482, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.785829, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731456662.786816, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.7894988, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.790503, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731456662.791573, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.794018, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.7950988, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731456662.796087, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.798559, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.799556, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731456662.8005528, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.803343, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.804339, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731456662.805336, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731456662.80779, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731456662.810217, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "created_at": 1731456662.863798}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "created_at": 1731456662.864567}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "created_at": 1731456662.8646998}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "created_at": 1731456662.865268}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731456662.865391}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731456662.8654988}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "created_at": 1731456662.865613}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "created_at": 1731456662.865738}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.271084, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2713118, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.271602, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2760699, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2765481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.276685, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.276837, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.276978, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2771251, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.277308, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.277576, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.277733, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.278142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.278511, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.279218, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.279389, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2796621, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.280045, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2801988, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.280926, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.281505, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.282149, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2863219, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.287623, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.288896, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.291012, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2912939, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.29202, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.292646, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.296461, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.296869, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.297024, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.297156, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.29735, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2974799, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.298719, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.299519, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.300111, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.302984, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3042932, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.304848, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.305797, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.306458, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.30753, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.308928, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.309317, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3095639, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3101928, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3105311, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.310699, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.311127, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.311591, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3117812, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3126059, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.312746, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.313335, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.313542, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.314116, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.314411, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315136, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315422, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315586, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315785, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.317457, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3176498, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.317866, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.318135, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3183029, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.319642, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.322438, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.322527, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3226209, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.322894, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3230011, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.323267, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3244212, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.324526, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3247418, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.324903, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.325075, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3251488, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.325245, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.325485, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.326306, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.32688, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3270478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.327519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3277519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3281522, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.32863, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3300962, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330475, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330648, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330772, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330932, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3310568, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.331646, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.331815, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.332107, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.332313, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3329961, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.33323, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.333457, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3337338, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.333958, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3350039, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.335194, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.335336, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3354728, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.335608, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3359702, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3362648, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3365529, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.337248, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.337912, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3411598, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.341472, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.341685, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3425658, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.342731, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.342895, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3442402, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.34561, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3531442, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.35343, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.353601, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3536892, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3538308, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.353945, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.354145, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.354366, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.356253, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3564448, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.356849, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.357258, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3578281, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.35824, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.358506, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.358834, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.359244, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.359447, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3596458, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.365262, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.367918, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.369032, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.369323, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.369528, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3701131, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.37049, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3708532, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3725598, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3775449, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.377919, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.378165, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.379476, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.379701, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3803232, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3830972, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.385872, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3875022, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3880289, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.388661, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3888938, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3895922, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.396343, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.397917, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.398176, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.399136, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3993979, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.400021, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.400621, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.401719, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4019468, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.402126, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.402409, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.40259, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.402873, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4030552, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403308, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403488, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403636, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4038131, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403966, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.404233, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.409312, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.415046, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.416204, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4173481, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4181519, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4183822, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.418494, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.418782, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.418947, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.422566, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4256918, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.430994, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.431854, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.432081, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.432559, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4327512, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4328802, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4330182, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.43313, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.433286, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.433402, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4338639, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4340448, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.435253, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.435673, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.436044, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.436556, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.436806, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4370828, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.437469, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.437716, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4384341, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.438804, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4389791, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4391732, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.439357, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.440107, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.441327, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.441694, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4419389, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.442199, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4424078, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4427142, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.442909, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4436018, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444022, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444227, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444513, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444848, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4451048, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.445566, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.445994, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4463098, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.446513, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4467509, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.446868, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4471328, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.447335, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.447627, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.447757, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4480152, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4481568, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.448747, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.448928, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.449198, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4493382, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4496, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.449739, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.450727, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.450847, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.451349, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.451509, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.451639, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.452928, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.45329, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4536252, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4538639, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.453981, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4542432, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.454384, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.454644, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.454784, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.455622, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4558022, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.456219, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4568782, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.457323, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4574988, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4576719, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4579148, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4580312, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.45887, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.459011, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4603388, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.460549, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.460788, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.461063, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4612072, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.461613, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4617758, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.461954, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.462372, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.462711, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.462996, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.463234, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.463788, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.465215, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.465771, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.466059, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4679239, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.469126, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.469846, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.470073, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.470301, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.470377, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.471118, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.471694, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.471918, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4722712, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4725928, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.472864, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473183, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473343, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473581, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473702, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.47453, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4749272, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4751081, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.475611, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.475862, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.475969, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.476299, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4765341, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4767501, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.476825, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.477076, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4772139, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4774988, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.477631, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.478267, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4786592, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.478985, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479143, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479418, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479552, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479799, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479956, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480191, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480343, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4806058, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480735, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480972, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.481136, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4814148, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.481548, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.48178, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.481885, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.482786, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.482938, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4831018, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4832482, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.483405, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.483552, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.483711, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4838881, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.484044, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.484191, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4843469, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.484491, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4846451, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4847848, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485051, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485245, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485485, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485585, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4859111, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4861681, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.48631, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.486827, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.486992, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.487207, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4874759, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4876, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.487958, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4881878, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4884548, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.488585, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.488943, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4891179, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.489271, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.48945, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4901052, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.490311, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.49045, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4905531, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4909482, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.491117, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4911911, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4913542, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4915159, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4923499, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.492484, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.492637, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.493023, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.493203, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4933372, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4934871, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.493608, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.495608, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.495767, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.495975, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4963179, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.496553, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4968588, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4970372, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.497212, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.497458, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.497986, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.498205, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4983401, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4987452, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.499135, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.499409, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.499624, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501323, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501436, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501596, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501708, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.502039, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.502217, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5023339, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.50262, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.50282, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.503038, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.503238, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.503456, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.504134, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.50433, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.504721, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.504998, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.506125, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.506549, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5067341, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.506919, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.507593, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.507761, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.507963, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.508132, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.508397, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.508951, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.512319, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.512574, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5127711, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513015, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5132, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513351, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5135229, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513758, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513955, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.514246, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.514497, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.514784, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.515, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5151942, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.515376, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.515543, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5157602, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5160499, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5186439, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.518831, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519163, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519386, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519598, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519853, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5210528, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.521398, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.521583, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5219269, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.522166, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.522799, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.523057, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.523895, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5275378, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.528081, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.529197, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.529403, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.529496, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.531115, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5312681, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.532049, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5324612, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5330298, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5334988, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.533577, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.534111, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.534349, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5346692, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.534976, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.535329, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5359411, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5364811, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.53714, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5374599, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5377731, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.538841, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.53982, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.540694, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.541763, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5424151, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.54275, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.543484, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5442948, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5447319, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.545164, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.545921, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.546457, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.547081, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.547812, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.548522, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.549412, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.550066, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5507221, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.551281, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.551627, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.552031, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.552393, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.553065, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.553914, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.55481, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.555687, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.557612, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.561617, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.562187, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.562489, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.566283, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5678442, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.568129, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5682912, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.568733, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.569004, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.569194, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.569442, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5696168, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.570343, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.571171, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.571882, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.572466, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.572705, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.573073, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.573448, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.574052, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5743659, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.574698, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5755541, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.576558, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5775108, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5779269, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5781171, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.578634, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5793312, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.580174, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5805812, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.580864, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5822191, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5837429, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5853891, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.587253, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5875561, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.587696, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.591383, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.594808, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5951219, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5953732, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596243, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596459, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596628, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596818, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5969841, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.597145, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5973141, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.597694, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.598068, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.598527, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.599115, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.599474, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5998049, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.603143, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.603505, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6043499, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.605084, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.605584, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.606753, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.608232, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.609289, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.61011, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.610582, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.611273, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.612055, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6125, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.61269, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6130931, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.613697, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6142359, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6148832, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6154392, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.615582, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6157281, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.615867, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6163871, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6171799, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.618263, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6185348, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.619088, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6198568, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6251578, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6258292, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6266859, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6273952, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.628099, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.629028, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.629202, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.629312, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.632191, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6398232, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.63996, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.640032, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6405911, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.642158, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.642484, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6427462, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6430101, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.643326, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6435158, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.643713, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6440582, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.644205, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6443992, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.645619, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.645777, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.645951, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.646153, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6462731, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.646383, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6475022, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.647905, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6488829, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649054, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.64922, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649386, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649533, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649695, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.650481, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.651115, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.652527, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.652776, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.653024, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.653261, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6534941, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.653759, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.65402, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.65428, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654604, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654706, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654874, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654978, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.655392, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.656107, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.657102, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6576838, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.658473, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.658953, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.659088, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.65922, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.659352, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.659487, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6625862, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.66275, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.662912, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6630661, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.664832, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.665848, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6659908, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6662679, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6665442, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.666673, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.666794, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6669161, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.667041, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6675231, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6680708, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6685572, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.668756, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.668973, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.669226, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.670547, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6744618, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.674813, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.675203, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6768472, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.677387, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.677948, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6780999, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.678248, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.67842, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.67857, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.678713, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.679559, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.680774, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681493, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681652, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681818, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681972, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6821241, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682291, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682535, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682637, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682733, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6833532, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.684752, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.684927, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.68574, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.689573, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6943302, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.69597, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6963499, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.696509, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.696706, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697109, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697258, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697379, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697491, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6975942, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6978838, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697997, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.698095, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6985102, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.698913, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.7003572, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.702431, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.703402, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.704714, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.706464, "supported_languages": null}, "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns": {"name": "facebook_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/facebook_ads_fill_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_fill_pass_through_columns.sql", "unique_id": "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns", "macro_sql": "{% macro facebook_ads_fill_pass_through_columns(pass_through_fields) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if field.transform_sql %}\n            , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% else %}\n            , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.7072608, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.7082298, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.709186, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.710141, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.09076, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.108597, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.111685, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.1147158, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.1176472, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.120595, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.126059, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["source.facebook_ads_source.facebook_ads.campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["source.facebook_ads_source.facebook_ads.creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["source.facebook_ads_source.facebook_ads.account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"], "source.facebook_ads_source.facebook_ads.account_history": [], "source.facebook_ads_source.facebook_ads.ad_history": [], "source.facebook_ads_source.facebook_ads.ad_set_history": [], "source.facebook_ads_source.facebook_ads.basic_ad": [], "source.facebook_ads_source.facebook_ads.basic_ad_actions": [], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": [], "source.facebook_ads_source.facebook_ads.campaign_history": [], "source.facebook_ads_source.facebook_ads.creative_history": []}, "child_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": 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["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024"], "model.facebook_ads.facebook_ads__ad_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238"], "model.facebook_ads.facebook_ads__ad_set_report": ["test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_report"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads.int_facebook_ads__conversions", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads.int_facebook_ads__conversions", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads.int_facebook_ads__creative_history", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads.facebook_ads__account_report", "model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__campaign_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads.facebook_ads__ad_report", "model.facebook_ads.facebook_ads__ad_set_report", "model.facebook_ads.facebook_ads__url_report", "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": [], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": [], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": [], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": [], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": [], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": [], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": [], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": [], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": [], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": [], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": [], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": [], "source.facebook_ads_source.facebook_ads.account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "source.facebook_ads_source.facebook_ads.ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "source.facebook_ads_source.facebook_ads.basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "source.facebook_ads_source.facebook_ads.campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "source.facebook_ads_source.facebook_ads.creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}, "unit_tests": {}}
\ No newline at end of file
diff --git a/models/facebook_ads__account_report.sql b/models/facebook_ads__account_report.sql
index 52ff0c9..52ffcf8 100644
--- a/models/facebook_ads__account_report.sql
+++ b/models/facebook_ads__account_report.sql
@@ -48,6 +48,7 @@ joined as (
     left join conversion_report
         on report.date_day = conversion_report.date_day
         and report.ad_id = conversion_report.ad_id
+        and report.source_relation = conversion_report.source_relation
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__ad_report.sql b/models/facebook_ads__ad_report.sql
index 441c526..237e75c 100644
--- a/models/facebook_ads__ad_report.sql
+++ b/models/facebook_ads__ad_report.sql
@@ -74,6 +74,7 @@ joined as (
     left join conversion_report
         on report.date_day = conversion_report.date_day
         and report.ad_id = conversion_report.ad_id
+        and report.source_relation = conversion_report.source_relation
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__ad_set_report.sql b/models/facebook_ads__ad_set_report.sql
index e703ca5..cd9e631 100644
--- a/models/facebook_ads__ad_set_report.sql
+++ b/models/facebook_ads__ad_set_report.sql
@@ -77,6 +77,7 @@ joined as (
     left join conversion_report
         on report.date_day = conversion_report.date_day
         and report.ad_id = conversion_report.ad_id
+        and report.source_relation = conversion_report.source_relation
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__campaign_report.sql b/models/facebook_ads__campaign_report.sql
index dc59737..1ea4935 100644
--- a/models/facebook_ads__campaign_report.sql
+++ b/models/facebook_ads__campaign_report.sql
@@ -67,6 +67,7 @@ joined as (
     left join conversion_report
         on report.date_day = conversion_report.date_day
         and report.ad_id = conversion_report.ad_id
+        and report.source_relation = conversion_report.source_relation
     left join accounts
         on report.account_id = accounts.account_id
         and report.source_relation = accounts.source_relation
diff --git a/models/facebook_ads__url_report.sql b/models/facebook_ads__url_report.sql
index ccb6f74..fda3564 100644
--- a/models/facebook_ads__url_report.sql
+++ b/models/facebook_ads__url_report.sql
@@ -90,6 +90,7 @@ joined as (
     left join conversion_report
         on report.date_day = conversion_report.date_day
         and report.ad_id = conversion_report.ad_id
+        and report.source_relation = conversion_report.source_relation
     left join ads 
         on report.ad_id = ads.ad_id
         and report.source_relation = ads.source_relation

From a5f7109c7a414866611dc9214a5d11254f3548ee Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Tue, 12 Nov 2024 16:20:00 -0800
Subject: [PATCH 38/44] bk mistake

---
 integration_tests/dbt_project.yml | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 31eab1d..22b3b1a 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -22,11 +22,8 @@ vars:
     - name: 'inline'
       alias: 'conversion_value_inline'
     - name: '_1_d_view'
-    - name: '_7_d_click'
     - name: '_28_d_click'
   facebook_ads__basic_ad_action_values_passthrough_metrics: 
-    - name: 'inline'
-      alias: 'conversion_value_inline'
     - name: '_7_d_click'
   facebook_ads__conversion_action_types:
     - name: lead

From 1a15cff200d05ea4d968181737b345084dc1fcf3 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 13 Nov 2024 09:35:37 -0800
Subject: [PATCH 39/44] bk

---
 integration_tests/dbt_project.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 22b3b1a..19daba7 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -16,13 +16,14 @@ vars:
   
   facebook_ads__basic_ad_passthrough_metrics:
     - name: "reach"
+      transform_sql: "null"
     - name: "frequency"
       alias: "fake_freq_name"
+      transform_sql: "null"
   facebook_ads__basic_ad_actions_passthrough_metrics: 
     - name: 'inline'
       alias: 'conversion_value_inline'
     - name: '_1_d_view'
-    - name: '_28_d_click'
   facebook_ads__basic_ad_action_values_passthrough_metrics: 
     - name: '_7_d_click'
   facebook_ads__conversion_action_types:

From b5b9dc2350b918eb29947dc4c657e874a8d7cba3 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 13 Nov 2024 09:53:36 -0800
Subject: [PATCH 40/44] bk working

---
 macros/facebook_ads_persist_pass_through_columns.sql | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/macros/facebook_ads_persist_pass_through_columns.sql b/macros/facebook_ads_persist_pass_through_columns.sql
index 105d5d1..6292d60 100644
--- a/macros/facebook_ads_persist_pass_through_columns.sql
+++ b/macros/facebook_ads_persist_pass_through_columns.sql
@@ -6,7 +6,7 @@
     {% for field in var(pass_through_variable) %}
         {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}
         {% if field_name not in exclude_fields %}
-            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}
+            , {{ transform ~ '(cast(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ' as ' ~ dbt.type_float() ~ '))' }} as {{ field_name }}
         {% endif %}
     {% endfor %}
 {% endif %}

From d499390f4e8f012fb0f91f22091874f559814c60 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 13 Nov 2024 11:26:41 -0800
Subject: [PATCH 41/44] bk

---
 CHANGELOG.md                                  |  3 ++-
 integration_tests/dbt_project.yml             |  5 +----
 .../seeds/facebook_ads_basic_ad_data.csv      | 22 +++++++++----------
 3 files changed, 14 insertions(+), 16 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 60c761c..772f9c7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -42,7 +42,8 @@ vars:
 - Updated the `quickstart.yml` file to allow for automated Quickstart data model deployments ([PR #40](https://github.com/fivetran/dbt_facebook_ads/pull/40)).
 - Updated the PR templates to align with our most up-to-date standards ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
 - Removed the now-defunct 2nd reviewer bot workflow ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
-- Added a new [version](https://github.com/fivetran/dbt_facebook_ads/blob/main/macros/facebook_ads_persist_pass_through_columns.sql) of the `persist_pass_through_columns()` [macro](https://github.com/fivetran/dbt_fivetran_utils/blob/v0.4.10/macros/persist_pass_through_columns.sql) in which we can include `coalesces` ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
+- Added a new [version](https://github.com/fivetran/dbt_facebook_ads/blob/main/macros/facebook_ads_persist_pass_through_columns.sql) of the `persist_pass_through_columns()` [macro](https://github.com/fivetran/dbt_fivetran_utils/blob/v0.4.10/macros/persist_pass_through_columns.sql) in which we can include `coalesces` and exclusion fields. ([PR #43](https://github.com/fivetran/dbt_facebook_ads/pull/43)).
+  - This macro will sum together any passthrough columns and cast them as **floats**.
 
 ## Contributors
 - [Seer Interactive](https://www.seerinteractive.com/?utm_campaign=Fivetran%20%7C%20Models&utm_source=Fivetran&utm_medium=Fivetran%20Documentation)
diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index 19daba7..c816a5e 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -16,10 +16,7 @@ vars:
   
   facebook_ads__basic_ad_passthrough_metrics:
     - name: "reach"
-      transform_sql: "null"
-    - name: "frequency"
-      alias: "fake_freq_name"
-      transform_sql: "null"
+    - name: inline_link_clicks
   facebook_ads__basic_ad_actions_passthrough_metrics: 
     - name: 'inline'
       alias: 'conversion_value_inline'
diff --git a/integration_tests/seeds/facebook_ads_basic_ad_data.csv b/integration_tests/seeds/facebook_ads_basic_ad_data.csv
index a905df7..a1245d6 100644
--- a/integration_tests/seeds/facebook_ads_basic_ad_data.csv
+++ b/integration_tests/seeds/facebook_ads_basic_ad_data.csv
@@ -1,11 +1,11 @@
-ad_id,date,account_id,impressions,inline_link_clicks,spend
-6215293456071,2020-12-10,1700252260223815,4233,10,76.53
-6215304566671,2020-12-04,1700252260223815,2575,10,55.26
-6215304566671,2020-12-05,1700252260223815,2537,13,54.87
-6215304566671,2020-12-06,1700252260223815,2063,14,49.2
-6215762744671,2020-12-02,1700252260223815,10701,27,144.
-6229007992271,2020-12-03,1700252260223815,3476,14,56.63
-6229007992271,2020-12-14,1700252260223815,2357,16,49.95
-6229007992271,2020-12-13,1700252260223815,3049,14,51.56
-6229007992271,2020-12-05,1700252260223815,3298,13,55.11
-6229007992271,2020-12-08,1700252260223815,2986,18,50.52
\ No newline at end of file
+ad_id,date,account_id,impressions,inline_link_clicks,spend,reach
+6215293456071,2020-12-10,1700252260223815,4233,10,76.53,608
+6215304566671,2020-12-04,1700252260223815,2575,10,55.26,454
+6215304566671,2020-12-05,1700252260223815,2537,13,54.87,235
+6215304566671,2020-12-06,1700252260223815,2063,14,49.2,123
+6215762744671,2020-12-02,1700252260223815,10701,27,144.,242
+6229007992271,2020-12-03,1700252260223815,3476,14,56.63,23
+6229007992271,2020-12-14,1700252260223815,2357,16,49.95,165
+6229007992271,2020-12-13,1700252260223815,3049,14,51.56,76
+6229007992271,2020-12-05,1700252260223815,3298,13,55.11,2353
+6229007992271,2020-12-08,1700252260223815,2986,18,50.52,5345
\ No newline at end of file

From 7b3e171309d1b69eb0389351b7481ea304a6fd55 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 13 Nov 2024 11:35:14 -0800
Subject: [PATCH 42/44] bk

---
 integration_tests/dbt_project.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml
index c816a5e..70aa427 100644
--- a/integration_tests/dbt_project.yml
+++ b/integration_tests/dbt_project.yml
@@ -17,6 +17,7 @@ vars:
   facebook_ads__basic_ad_passthrough_metrics:
     - name: "reach"
     - name: inline_link_clicks
+      alias: inline_clicks_aliased
   facebook_ads__basic_ad_actions_passthrough_metrics: 
     - name: 'inline'
       alias: 'conversion_value_inline'

From ed63e94f2e68fb426f7495666f3f12eee16ad6d9 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Wed, 13 Nov 2024 14:30:19 -0800
Subject: [PATCH 43/44] docs

---
 docs/catalog.json  | 2 +-
 docs/manifest.json | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/catalog.json b/docs/catalog.json
index e0dc945..740bab0 100644
--- a/docs/catalog.json
+++ b/docs/catalog.json
@@ -1 +1 @@
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from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.643842, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.649693, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "83733ea9fd36d94313f03106c99767134deb563b66a633a7e0792f0076872f10"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6473868, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "1f66182ee3093654137c3448e0fbb6538831e570b3213562997e2093e528a02a"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6486819, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "c033cd34839fdeb566f36442ea5216dbd1942c627fefc03fbb2bb26b5033f346"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6448052, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "92331eb480c1a0ea7da1e7e6bde0d1d56accc9ae638c508df81185a0682aa47a"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.6464, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.4128902, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.442338, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e818ceb4efda63d0e63702e250b413f316697daf8dfb47a8ed1851b7488bc5fa"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.778635, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.778101, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    cast(null as INT64) as \n    \n    reach\n    \n , \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "efdeed5a778c5ce9558dd31aff4e95cb35d64b260b58eb271cf9c31f4a008118"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.779061, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.7772212, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.7745311, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.772556, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.773272, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731456662.7738938, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.5519738, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.570949, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.574923, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.578876, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.583311, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.587289, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.5911832, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731456662.59516, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731456662.687593, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731456662.6891809, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.70112, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731456662.702122, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.704554, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731456662.705556, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.70795, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731456662.7089448, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.7118669, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731456662.712876, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.715287, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731456662.716278, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.779677, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.780791, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731456662.7818398, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.78482, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.785829, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731456662.786816, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.7894988, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.790503, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731456662.791573, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.794018, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.7950988, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731456662.796087, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.798559, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.799556, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731456662.8005528, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.803343, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731456662.804339, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731456662.805336, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731456662.80779, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731456662.810217, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "created_at": 1731456662.863798}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "created_at": 1731456662.864567}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "created_at": 1731456662.8646998}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "created_at": 1731456662.865268}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731456662.865391}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731456662.8654988}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "created_at": 1731456662.865613}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "created_at": 1731456662.865738}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.271084, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2713118, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.271602, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2760699, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2765481, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.276685, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.276837, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.276978, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2771251, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.277308, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.277576, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.277733, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.278142, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.278511, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.279218, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.279389, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2796621, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.280045, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2801988, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.280926, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.281505, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.282149, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2863219, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.287623, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.288896, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.291012, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2912939, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.29202, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.292646, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.296461, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.296869, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.297024, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.297156, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.29735, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.2974799, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.298719, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.299519, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.300111, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.302984, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3042932, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.304848, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.305797, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.306458, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.30753, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.308928, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.309317, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3095639, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3101928, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3105311, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.310699, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.311127, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.311591, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3117812, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3126059, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.312746, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.313335, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.313542, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.314116, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.314411, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315136, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315422, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315586, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.315785, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.317457, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3176498, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.317866, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.318135, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3183029, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.319642, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.322438, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.322527, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3226209, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.322894, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3230011, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.323267, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3244212, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.324526, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3247418, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.324903, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.325075, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3251488, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.325245, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.325485, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.326306, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.32688, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3270478, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.327519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3277519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3281522, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.32863, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3300962, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330315, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330475, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330648, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330772, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.330932, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3310568, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.331646, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.331815, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.332107, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.332313, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3329961, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.33323, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.333457, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3337338, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.333958, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3350039, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.335194, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.335336, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3354728, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.335608, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3359702, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3362648, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3365529, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.337248, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.337912, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3411598, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.341472, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.341685, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3425658, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.342731, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.342895, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3442402, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.34561, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3531442, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.35343, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.353601, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3536892, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3538308, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.353945, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.354145, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.354366, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.356253, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3564448, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.356849, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.357258, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3578281, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.35824, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.358506, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.358834, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.359244, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.359447, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3596458, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.365262, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.367918, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.369032, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.369323, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.369528, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3701131, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.37049, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3708532, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3725598, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3775449, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.377919, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.378165, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.379476, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.379701, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3803232, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3830972, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.385872, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3875022, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3880289, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.388661, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3888938, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3895922, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.396343, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.397917, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.398176, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.399136, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.3993979, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.400021, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.400621, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.401719, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4019468, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.402126, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.402409, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.40259, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.402873, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4030552, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403308, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403488, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403636, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4038131, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.403966, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.404233, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.409312, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.415046, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.416204, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4173481, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4181519, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4183822, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.418494, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.418782, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.418947, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.422566, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4256918, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.430994, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.431854, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.432081, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.432559, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4327512, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4328802, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4330182, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.43313, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.433286, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.433402, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4338639, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4340448, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.435253, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.435673, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.436044, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.436556, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.436806, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4370828, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.437469, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.437716, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4384341, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.438804, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4389791, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4391732, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.439357, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.440107, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.441327, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.441694, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4419389, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.442199, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4424078, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4427142, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.442909, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4436018, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444022, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444227, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444513, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.444848, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4451048, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.445566, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.445994, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4463098, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.446513, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4467509, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.446868, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4471328, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.447335, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.447627, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.447757, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4480152, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4481568, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.448747, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.448928, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.449198, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4493382, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4496, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.449739, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.450727, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.450847, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.451349, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.451509, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.451639, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.452928, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.45329, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4536252, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4538639, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.453981, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4542432, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.454384, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.454644, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.454784, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.455622, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4558022, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.456219, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4568782, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.457323, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4574988, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4576719, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4579148, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4580312, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.45887, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.459011, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4603388, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.460549, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.460788, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.461063, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4612072, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.461613, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4617758, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.461954, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.462372, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.462711, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.462996, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.463234, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.463788, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.465215, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.465771, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.466059, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4679239, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.469126, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.469846, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.470073, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.470301, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.470377, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.471118, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.471694, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.471918, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4722712, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4725928, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.472864, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473183, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473343, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473581, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.473702, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.47453, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4749272, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4751081, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.475611, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.475862, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.475969, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.476299, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4765341, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4767501, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.476825, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.477076, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4772139, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4774988, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.477631, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.478267, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4786592, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.478985, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479143, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479418, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479552, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479799, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.479956, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480191, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480343, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4806058, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480735, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.480972, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.481136, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4814148, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.481548, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.48178, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.481885, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.482786, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.482938, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4831018, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4832482, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.483405, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.483552, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.483711, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4838881, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.484044, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.484191, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4843469, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.484491, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4846451, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4847848, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485051, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485245, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485485, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.485585, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4859111, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4861681, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.48631, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.486827, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.486992, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.487207, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4874759, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4876, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.487958, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4881878, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4884548, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.488585, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.488943, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4891179, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.489271, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.48945, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4901052, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.490311, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.49045, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4905531, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4909482, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.491117, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4911911, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4913542, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4915159, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4923499, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.492484, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.492637, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.493023, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.493203, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4933372, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4934871, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.493608, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.495608, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.495767, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.495975, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4963179, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.496553, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4968588, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4970372, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.497212, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.497458, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.497986, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.498205, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4983401, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.4987452, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.499135, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.499409, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.499624, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501323, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501436, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501596, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.501708, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.502039, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.502217, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5023339, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.50262, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.50282, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.503038, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.503238, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.503456, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.504134, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.50433, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.504721, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.504998, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.506125, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.506549, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5067341, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.506919, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.507593, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.507761, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.507963, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.508132, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.508397, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.508951, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.512319, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.512574, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5127711, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513015, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5132, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513351, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5135229, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513758, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.513955, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.514246, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.514497, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.514784, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.515, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5151942, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.515376, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.515543, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5157602, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5160499, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5186439, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.518831, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519163, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519386, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519598, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.519853, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5210528, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.521398, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.521583, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5219269, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.522166, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.522799, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.523057, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.523895, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5275378, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.528081, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.529197, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.529403, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.529496, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.531115, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5312681, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.532049, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5324612, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5330298, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5334988, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.533577, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.534111, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.534349, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5346692, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.534976, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.535329, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5359411, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5364811, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.53714, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5374599, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5377731, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.538841, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.53982, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.540694, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.541763, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5424151, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.54275, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.543484, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5442948, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5447319, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.545164, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.545921, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.546457, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.547081, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.547812, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.548522, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.549412, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.550066, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5507221, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.551281, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.551627, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.552031, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.552393, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.553065, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.553914, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.55481, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.555687, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.557612, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.561617, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.562187, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.562489, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.566283, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5678442, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.568129, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5682912, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.568733, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.569004, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.569194, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.569442, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5696168, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.570343, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.571171, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.571882, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.572466, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.572705, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.573073, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.573448, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.574052, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5743659, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.574698, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5755541, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.576558, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5775108, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5779269, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5781171, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.578634, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5793312, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.580174, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5805812, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.580864, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5822191, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5837429, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5853891, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.587253, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5875561, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.587696, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.591383, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.594808, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5951219, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5953732, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596243, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596459, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596628, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.596818, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5969841, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.597145, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5973141, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.597694, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.598068, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.598527, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.599115, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.599474, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.5998049, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.603143, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.603505, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6043499, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.605084, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.605584, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.606753, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.608232, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.609289, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.61011, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.610582, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.611273, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.612055, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6125, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.61269, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6130931, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.613697, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6142359, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6148832, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6154392, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.615582, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6157281, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.615867, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6163871, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6171799, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.618263, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6185348, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.619088, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6198568, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6251578, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6258292, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6266859, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6273952, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.628099, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.629028, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.629202, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.629312, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.632191, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6398232, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.63996, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.640032, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6405911, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.642158, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.642484, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6427462, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6430101, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.643326, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6435158, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.643713, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6440582, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.644205, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6443992, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.645619, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.645777, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.645951, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.646153, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6462731, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.646383, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ')' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6475022, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.647905, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6488829, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649054, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.64922, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649386, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649533, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.649695, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.650481, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.651115, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.652527, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.652776, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.653024, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.653261, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6534941, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.653759, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.65402, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.65428, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654604, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654706, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654874, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.654978, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.655392, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.656107, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.657102, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6576838, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.658473, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.658953, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.659088, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.65922, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.659352, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.659487, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6625862, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.66275, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.662912, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6630661, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.664832, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.665848, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6659908, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6662679, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6665442, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.666673, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.666794, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6669161, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.667041, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6675231, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6680708, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6685572, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.668756, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.668973, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.669226, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.670547, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6744618, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.674813, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.675203, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6768472, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.677387, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.677948, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6780999, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.678248, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.67842, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.67857, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.678713, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.679559, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.680774, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681493, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681652, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681818, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.681972, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6821241, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682291, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682535, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682637, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.682733, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6833532, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.684752, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.684927, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.68574, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.689573, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6943302, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.69597, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6963499, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.696509, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.696706, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697109, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697258, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697379, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697491, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6975942, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6978838, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.697997, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.698095, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.6985102, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.698913, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.7003572, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.702431, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.703402, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.704714, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.706464, "supported_languages": null}, "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns": {"name": "facebook_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/facebook_ads_fill_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_fill_pass_through_columns.sql", "unique_id": "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns", "macro_sql": "{% macro facebook_ads_fill_pass_through_columns(pass_through_fields) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if field.transform_sql %}\n            , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% else %}\n            , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.7072608, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.7082298, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.709186, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731456661.710141, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.09076, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.108597, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.111685, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.1147158, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.1176472, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.120595, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731456662.126059, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], 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["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], 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["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": 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["facebook_ads_integration_tests", "facebook_ads_ad_set_history_data"], "alias": "facebook_ads_ad_set_history_data", "checksum": {"name": "sha256", "checksum": "da4e6b48f3feaa4bd2c3783b125909a14c5317b3c1484b4f6af5d7c1d88f5bd7"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "account_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "campaign_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_set_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "ad_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "creative_id": "{{ 'int64' if target.type == 'bigquery' else 'bigint' }}", "page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "template_page_link": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar' }}", "_fivetran_synced": "timestamp", "updated_time": "timestamp"}}, "created_at": 1731528635.728228, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "facebook_ads_basic_ad_actions_data", "resource_type": "seed", "package_name": "facebook_ads_integration_tests", "path": "facebook_ads_basic_ad_actions_data.csv", "original_file_path": "seeds/facebook_ads_basic_ad_actions_data.csv", "unique_id": "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data", "fqn": ["facebook_ads_integration_tests", "facebook_ads_basic_ad_actions_data"], "alias": "facebook_ads_basic_ad_actions_data", "checksum": {"name": "sha256", "checksum": "ed24209e5fd08c00b4f49331300ba55dbb366e50350e68246e35146091b69482"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"id": "int64", "account_id": "int64", "campaign_id": "int64", "ad_set_id": "int64", "ad_id": "int64", "creative_id": "int64", "page_link": "string", "template_page_link": "string", "_fivetran_synced": "timestamp", "updated_time": "timestamp", "value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"column_types": {"value": "float", "inline": "float", "_1_d_view": "float", "_7_d_click": "float"}}, "created_at": 1731528635.729643, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "raw_code": "", "root_path": "/Users/jamie.rodriguez/Desktop/dbt_repos/Ads/Facebook_ads/dbt_facebook_ads/integration_tests", "depends_on": {"macros": []}}, "model.facebook_ads.facebook_ads__url_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_report.sql", "original_file_path": "models/facebook_ads__url_report.sql", "unique_id": "model.facebook_ads.facebook_ads__url_report", "fqn": ["facebook_ads", "facebook_ads__url_report"], "alias": "facebook_ads__url_report", "checksum": {"name": "sha256", "checksum": "c2f762b35e296244858277cfd59ca3ddac6745199d12e4e06d92352c285f83e1"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad at the URL level.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "The name of the related creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "base_url": {"name": "base_url", "description": "The base URL of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_host": {"name": "url_host", "description": "The URL host of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_path": {"name": "url_path", "description": "The URL path of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_source": {"name": "utm_source", "description": "The utm_source parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_medium": {"name": "utm_medium", "description": "The utm_medium parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_campaign": {"name": "utm_campaign", "description": "The utm_campaign parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_content": {"name": "utm_content", "description": "The utm_content parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "utm_term": {"name": "utm_term", "description": "The utm_term parameter of the ad, extracted from the page_link and template_page_link.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.1686468, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\ncreatives as (\n\n    select *\n    from {{ ref('int_facebook_ads__creative_history') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    {% if var('ad_reporting__url_report__using_null_filter', True) %}\n        where creatives.url is not null\n    {% endif %}\n    \n    {{ dbt_utils.group_by(20) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "int_facebook_ads__creative_history", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\ncreatives as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n), \n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n), \n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n), \n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n), \n\njoined as (\n\n    select\n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        creatives.creative_id,\n        creatives.creative_name,\n        creatives.base_url,\n        creatives.url_host,\n        creatives.url_path,\n        creatives.utm_source,\n        creatives.utm_medium,\n        creatives.utm_campaign,\n        creatives.utm_content,\n        creatives.utm_term,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report\n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join creatives\n        on ads.creative_id = creatives.creative_id\n        and ads.source_relation = creatives.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation  \n\n    \n        where creatives.url is not null\n    \n    \n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__url_tags": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__url_tags", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__url_tags.sql", "original_file_path": "models/facebook_ads__url_tags.sql", "unique_id": "model.facebook_ads.facebook_ads__url_tags", "fqn": ["facebook_ads", "facebook_ads__url_tags"], "alias": "facebook_ads__url_tags", "checksum": {"name": "sha256", "checksum": "e1f8604d2933345b434018baac4526837cc97cfca2d75a89a9facc28a0db8e75"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record is a unique combination of creative_id and corresponding key, value, type contained in the url_tags field", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "The unique fivetran ID for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The associated creative_id for this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "key": {"name": "key", "description": "The url tag object name e.g. utm_source associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "The value assigned to the url tag object associated with this record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "type": {"name": "type", "description": "The type assigned to the url tag object e.g. 'AD_VIDEO'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.174541, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n{{ get_url_tags_query() }} \n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.get_url_tags_query"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__url_tags.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n), \n\nrequired_fields as (\n\n    select\n        source_relation,\n        _fivetran_id,\n        creative_id,\n        url_tags\n    from base\n    where url_tags is not null\n), \n\n\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n \n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__campaign_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__campaign_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__campaign_report.sql", "original_file_path": "models/facebook_ads__campaign_report.sql", "unique_id": "model.facebook_ads.facebook_ads__campaign_report", "fqn": ["facebook_ads", "facebook_ads__campaign_report"], "alias": "facebook_ads__campaign_report", "checksum": {"name": "sha256", "checksum": "83733ea9fd36d94313f03106c99767134deb563b66a633a7e0792f0076872f10"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.172201, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    {{ dbt_utils.group_by(12) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__campaign_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        campaigns.start_at,\n        campaigns.end_at,\n        campaigns.status,\n        campaigns.daily_budget,\n        campaigns.lifetime_budget,\n        campaigns.budget_remaining,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__account_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__account_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__account_report.sql", "original_file_path": "models/facebook_ads__account_report.sql", "unique_id": "model.facebook_ads.facebook_ads__account_report", "fqn": ["facebook_ads", "facebook_ads__account_report"], "alias": "facebook_ads__account_report", "checksum": {"name": "sha256", "checksum": "1f66182ee3093654137c3448e0fbb6538831e570b3213562997e2093e528a02a"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.173493, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    {{ dbt_utils.group_by(9) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__account_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        accounts.account_status,\n        accounts.business_country_code,\n        accounts.created_at,\n        accounts.currency,\n        accounts.timezone_name,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    group by 1,2,3,4,5,6,7,8,9\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_report.sql", "original_file_path": "models/facebook_ads__ad_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_report", "fqn": ["facebook_ads", "facebook_ads__ad_report"], "alias": "facebook_ads__ad_report", "checksum": {"name": "sha256", "checksum": "c033cd34839fdeb566f36442ea5216dbd1942c627fefc03fbb2bb26b5033f346"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "The name of the related ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.169606, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(11) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ads.ad_id,\n        ads.ad_name,\n        ads.conversion_domain,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend,\n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.facebook_ads__ad_set_report": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "facebook_ads__ad_set_report", "resource_type": "model", "package_name": "facebook_ads", "path": "facebook_ads__ad_set_report.sql", "original_file_path": "models/facebook_ads__ad_set_report.sql", "unique_id": "model.facebook_ads.facebook_ads__ad_set_report", "fqn": ["facebook_ads", "facebook_ads__ad_set_report"], "alias": "facebook_ads__ad_set_report", "checksum": {"name": "sha256", "checksum": "92331eb480c1a0ea7da1e7e6bde0d1d56accc9ae638c508df81185a0682aa47a"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "The name of the related account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the related campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the related ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Total number of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Total monetary of conversions using the default attribution window on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads://models/facebook.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.171199, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith report as (\n\n    select *\n    from {{ var('basic_ad') }}\n\n), \n\nconversion_report as (\n\n    select *\n    from {{ ref('int_facebook_ads__conversions') }}\n\n), \n\naccounts as (\n\n    select *\n    from {{ var('account_history') }}\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from {{ var('campaign_history') }}\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from {{ var('ad_set_history') }}\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from {{ var('ad_history') }}\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_passthrough_metrics', transform = 'sum', exclude_fields=['conversions', 'conversions_value']) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n        {{ facebook_ads_persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform = 'sum', coalesce_with=0) }}\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    {{ dbt_utils.group_by(14) }}\n)\n\nselect *\nfrom joined", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}, {"name": "int_facebook_ads__conversions", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro.dbt_utils.group_by"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__campaign_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook_ads__ad_set_report.sql", "compiled": true, "compiled_code": "\n\nwith report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n\n), \n\nconversion_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`\n\n), \n\naccounts as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    where is_most_recent_record = true\n\n),\n\ncampaigns as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    where is_most_recent_record = true\n\n),\n\nad_sets as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    where is_most_recent_record = true\n\n),\n\nads as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    where is_most_recent_record = true\n\n),\n\njoined as (\n\n    select \n        report.source_relation,\n        report.date_day,\n        accounts.account_id,\n        accounts.account_name,\n        campaigns.campaign_id,\n        campaigns.campaign_name,\n        ad_sets.ad_set_id,\n        ad_sets.ad_set_name,\n        ad_sets.start_at,\n        ad_sets.end_at,\n        ad_sets.bid_strategy,\n        ad_sets.daily_budget,\n        ad_sets.budget_remaining,\n        ad_sets.optimization_goal,\n        sum(report.clicks) as clicks,\n        sum(report.impressions) as impressions,\n        sum(report.spend) as spend, \n        sum(coalesce(conversion_report.conversions, 0)) as conversions,\n        sum(coalesce(conversion_report.conversions_value, 0)) as conversions_value\n\n        \n\n\n\n\n        \n\n\n\n\n        \n\n\n\n\n\n    from report \n    left join conversion_report\n        on report.date_day = conversion_report.date_day\n        and report.ad_id = conversion_report.ad_id\n        and report.source_relation = conversion_report.source_relation\n    left join accounts\n        on report.account_id = accounts.account_id\n        and report.source_relation = accounts.source_relation\n    left join ads \n        on report.ad_id = ads.ad_id\n        and report.source_relation = ads.source_relation\n    left join campaigns\n        on ads.campaign_id = campaigns.campaign_id\n        and ads.source_relation = campaigns.source_relation\n    left join ad_sets\n        on ads.ad_set_id = ad_sets.ad_set_id\n        and ads.source_relation = ad_sets.source_relation\n    group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n)\n\nselect *\nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__creative_history.sql", "original_file_path": "models/intermediate/int_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads.int_facebook_ads__creative_history", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__creative_history"], "alias": "int_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "2f21264af6d7266e71e63edb82592db433d2f0d3578416f4ab4a2907dc458b6e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528635.936584, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{% set url_field = \"coalesce(page_link,template_page_link)\" %}\n\nwith base as (\n\n    select *\n    from {{ var('creative_history') }}\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from {{ ref('facebook_ads__url_tags') }}\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        {{ url_field }} as url,\n        {{ dbt.split_part(url_field, \"'?'\", 1) }} as base_url,\n        {{ dbt_utils.get_url_host(url_field) }} as url_host,\n        '/' || {{ dbt_utils.get_url_path(url_field) }} as url_path,\n        coalesce(url_tags_pivoted.utm_source, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_source') }}) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_medium') }}) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_campaign') }}) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_content') }}) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, {{ facebook_ads.facebook_ads_extract_url_parameter(url_field, 'utm_term') }}) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}, {"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt_utils.get_url_host", "macro.dbt_utils.get_url_path", "macro.facebook_ads.facebook_ads_extract_url_parameter"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history", "model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\n\n\nwith base as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    where is_most_recent_record = true\n\n), \n\nurl_tags as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n), \n\nurl_tags_pivoted as (\n\n    select \n        source_relation,\n        _fivetran_id,\n        creative_id,\n        min(case when key = 'utm_source' then value end) as utm_source,\n        min(case when key = 'utm_medium' then value end) as utm_medium,\n        min(case when key = 'utm_campaign' then value end) as utm_campaign,\n        min(case when key = 'utm_content' then value end) as utm_content,\n        min(case when key = 'utm_term' then value end) as utm_term\n    from url_tags\n    group by 1,2,3\n\n), \n\nfields as (\n\n    select\n        base.source_relation,\n        base._fivetran_id,\n        base.creative_id,\n        base.account_id,\n        base.creative_name,\n        coalesce(page_link,template_page_link) as url,\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        '?'\n        )[safe_offset(0)]\n  \n\n as base_url,\n        safe_cast(\n\n  \n    split(\n        \n\n  \n    split(\n        \n\n    replace(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'android-app://',\n        ''\n    )\n\n\n,\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n        )[safe_offset(0)]\n  \n\n,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_host,\n        '/' || safe_cast(\n\n  \n    split(\n        \n\n    case when \n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ) = 0\n        then ''\n    else\n        substr(\n            \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n            -1 * (\n\n    length(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n\n    )-coalesce(\n            nullif(\n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '/'\n\n    ), 0),\n            \n\n    strpos(\n        \n\n    replace(\n        \n\n    replace(\n        coalesce(page_link,template_page_link),\n        'http://',\n        ''\n    )\n\n\n,\n        'https://',\n        ''\n    )\n\n\n,\n        '?'\n\n    ) - 1\n            ))\n        )\n    end,\n        '?'\n        )[safe_offset(0)]\n  \n\n as string) as url_path,\n        coalesce(url_tags_pivoted.utm_source, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_source='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_source,\n        coalesce(url_tags_pivoted.utm_medium, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_medium='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_medium,\n        coalesce(url_tags_pivoted.utm_campaign, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_campaign='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_campaign,\n        coalesce(url_tags_pivoted.utm_content, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_content='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_content,\n        coalesce(url_tags_pivoted.utm_term, nullif(\n\n  \n    split(\n        \n\n  \n    split(\n        coalesce(page_link,template_page_link),\n        'utm_term='\n        )[safe_offset(1)]\n  \n\n,\n        '&'\n        )[safe_offset(0)]\n  \n\n,'')) as utm_term\n    from base\n    left join url_tags_pivoted\n        on base._fivetran_id = url_tags_pivoted._fivetran_id\n        and base.source_relation = url_tags_pivoted.source_relation\n        and base.creative_id = url_tags_pivoted.creative_id\n)\n\nselect *\nfrom fields", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads.int_facebook_ads__conversions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "int_facebook_ads__conversions", "resource_type": "model", "package_name": "facebook_ads", "path": "intermediate/int_facebook_ads__conversions.sql", "original_file_path": "models/intermediate/int_facebook_ads__conversions.sql", "unique_id": "model.facebook_ads.int_facebook_ads__conversions", "fqn": ["facebook_ads", "intermediate", "int_facebook_ads__conversions"], "alias": "int_facebook_ads__conversions", "checksum": {"name": "sha256", "checksum": "f06e390f9dbba15f465d0235a974c459a5420255bca5b00c4f7980dd19055ddd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528635.965934, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`int_facebook_ads__conversions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith actions_report as (\n\n    select *\n    from {{ var('basic_ad_actions') }}\n),\n\naction_values_report as (\n\n    select *\n    from {{ var('basic_ad_action_values') }}\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', transform='sum') }}\n\n    from actions_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', transform='sum') }}\n\n    from action_values_report\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_actions_passthrough_metrics', identifier='action_metrics') }}\n        {{ fivetran_utils.persist_pass_through_columns(pass_through_variable='facebook_ads__basic_ad_action_values_passthrough_metrics', identifier='action_value_metrics') }}\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.persist_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads/models/intermediate/int_facebook_ads__conversions.sql", "compiled": true, "compiled_code": "\n\nwith actions_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n),\n\naction_values_report as (\n\n    select *\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n),\n\naction_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions) as conversions\n\n        \n\n\n\n\n\n    from actions_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n    group by 1,2,3\n),\n\naction_value_metrics as (\n\n    select\n        source_relation,\n        ad_id,\n        date_day,\n        sum(conversions_value) as conversions_value\n\n        \n\n\n\n\n\n    from action_values_report\n    where \n        \n        (action_type = 'onsite_conversion.purchase')  or (action_type = 'onsite_conversion.lead_grouped')  or (action_type = 'offsite_conversion.fb_pixel_purchase')  or (action_type = 'offsite_conversion.fb_pixel_lead')  or (action_type = 'offsite_conversion.fb_pixel_custom') \n    \n\n    group by 1,2,3\n),\n\nmetrics_join as (\n\n    select\n        action_metrics.source_relation,\n        action_metrics.ad_id,\n        action_metrics.date_day,\n        action_metrics.conversions,\n        action_value_metrics.conversions_value\n        \n        \n\n\n\n\n        \n\n\n\n\n\n    from action_metrics \n    left join action_value_metrics\n        on action_metrics.source_relation = action_value_metrics.source_relation\n        and action_metrics.ad_id = action_value_metrics.ad_id\n        and action_metrics.date_day = action_value_metrics.date_day\n)\n\nselect * \nfrom metrics_join", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_actions.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_actions.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_actions"], "alias": "stg_facebook_ads__basic_ad_actions", "checksum": {"name": "sha256", "checksum": "e818ceb4efda63d0e63702e250b413f316697daf8dfb47a8ed1851b7488bc5fa"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`. Include more conversion value metrics by configuring the `facebook_ads__basic_ad_actions_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions": {"name": "conversions", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.318283, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_actions_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_actions_tmp')),\n                staging_columns=get_basic_ad_actions_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_actions_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_actions_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_actions.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad.sql", "original_file_path": "models/stg_facebook_ads__basic_ad.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad"], "alias": "stg_facebook_ads__basic_ad", "checksum": {"name": "sha256", "checksum": "c34825894fe1dfad9fdad1646831f7e43739a2f725193f88f2b06741665c9a1c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "clicks": {"name": "clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.317739, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_tmp')),\n                staging_columns=get_basic_ad_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        {# \n            Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n            The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n            while avoiding duplicate column errors.\n        #}\n        {%- set check = [] %}\n        {%- for field in var('facebook_ads__basic_ad_passthrough_metrics') -%}\n            {%- set field_name = field.alias|default(field.name)|lower %}\n            {% if field_name in ['reach', 'frequency'] %}\n                {% do check.append(field_name) %}\n            {% endif %}\n        {%- endfor %}\n\n        {%- for metric in ['reach', 'frequency'] -%}\n            {% if metric not in check %}\n                , {{ metric }}\n            {% endif %}\n        {%- endfor %}\n\n        {{ fivetran_utils.fill_pass_through_columns('facebook_ads__basic_ad_passthrough_metrics') }}\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.fivetran_utils.fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    cast(null as string) as \n    \n    ad_name\n    \n , \n    cast(null as string) as \n    \n    adset_name\n    \n , \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    impressions\n    \n as \n    \n    impressions\n    \n, \n    \n    \n    inline_link_clicks\n    \n as \n    \n    inline_link_clicks\n    \n, \n    \n    \n    spend\n    \n as \n    \n    spend\n    \n, \n    \n    \n    reach\n    \n as \n    \n    reach\n    \n, \n    cast(null as FLOAT64) as \n    \n    frequency\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(ad_id as bigint) as ad_id,\n        ad_name,\n        adset_name as ad_set_name,\n        date as date_day,\n        cast(account_id as bigint) as account_id,\n        impressions,\n        coalesce(inline_link_clicks,0) as clicks,\n        spend\n\n        \n                , reach\n            \n                , frequency\n            \n\n        \n\n\n\n\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__basic_ad_action_values.sql", "original_file_path": "models/stg_facebook_ads__basic_ad_action_values.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "fqn": ["facebook_ads_source", "stg_facebook_ads__basic_ad_action_values"], "alias": "stg_facebook_ads__basic_ad_action_values", "checksum": {"name": "sha256", "checksum": "efdeed5a778c5ce9558dd31aff4e95cb35d64b260b58eb271cf9c31f4a008118"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_values` Include more conversion value metrics by configuring the `facebook_ads__basic_ad_action_values_passthrough_metrics` variable.\n", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversions_value": {"name": "conversions_value", "description": "Monetary value associated with the conversion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.318725, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__basic_ad_action_values_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__basic_ad_action_values_tmp')),\n                staging_columns=get_basic_ad_action_values_columns()\n            )\n        }}\n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as {{ dbt.type_bigint() }}) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as {{ dbt.type_float() }}) as conversions_value\n\n        {{ facebook_ads_fill_pass_through_columns(var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n    from fields\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__basic_ad_action_values_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint", "macro.dbt.type_float", "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__basic_ad_action_values.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    action_type\n    \n as \n    \n    action_type\n    \n, \n    \n    \n    ad_id\n    \n as \n    \n    ad_id\n    \n, \n    \n    \n    date\n    \n as \n    \n    date\n    \n, \n    \n    \n    index\n    \n as \n    \n    index\n    \n, \n    \n    \n    value\n    \n as \n    \n    value\n    \n\n\n\n        \n\n\n, cast('' as string) as source_relation\n\n\n\n    from base\n),\n\nfinal as (\n    \n    select \n        source_relation, \n        lower(action_type) as action_type,\n        cast(ad_id as bigint) as ad_id,\n        date as date_day,\n        cast(coalesce(value, 0) as FLOAT64) as conversions_value\n\n        \n\n\n\n\n\n    from fields\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__creative_history.sql", "original_file_path": "models/stg_facebook_ads__creative_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__creative_history"], "alias": "stg_facebook_ads__creative_history", "checksum": {"name": "sha256", "checksum": "d142201b0fd0aa56c22825ff8cfecee3a40846d787bced4347f9a6a8005ac13f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook creative.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_name": {"name": "creative_name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Indicates whether a record is the most recent version of that record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "Link for the page.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.3168588, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__creative_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__creative_history_tmp')),\n                staging_columns=get_creative_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as {{ dbt.type_bigint() }}) as creative_id,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__creative_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_creative_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__creative_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    _fivetran_id\n    \n as \n    \n    _fivetran_id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    page_link\n    \n as \n    \n    page_link\n    \n, \n    \n    \n    template_page_link\n    \n as \n    \n    template_page_link\n    \n, \n    \n    \n    url_tags\n    \n as \n    \n    url_tags\n    \n, \n    \n    \n    asset_feed_spec_link_urls\n    \n as \n    \n    asset_feed_spec_link_urls\n    \n, \n    \n    \n    object_story_link_data_child_attachments\n    \n as \n    \n    object_story_link_data_child_attachments\n    \n, \n    \n    \n    object_story_link_data_caption\n    \n as \n    \n    object_story_link_data_caption\n    \n, \n    \n    \n    object_story_link_data_description\n    \n as \n    \n    object_story_link_data_description\n    \n, \n    \n    \n    object_story_link_data_link\n    \n as \n    \n    object_story_link_data_link\n    \n, \n    \n    \n    object_story_link_data_message\n    \n as \n    \n    object_story_link_data_message\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_android\n    \n , \n    \n    \n    template_app_link_spec_ios\n    \n as \n    \n    template_app_link_spec_ios\n    \n, \n    cast(null as string) as \n    \n    template_app_link_spec_ipad\n    \n , \n    cast(null as string) as \n    \n    template_app_link_spec_iphone\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        _fivetran_id,\n        _fivetran_synced,\n        cast(id as bigint) as creative_id,\n        cast(account_id as bigint) as account_id,\n        name as creative_name,\n        page_link,\n        template_page_link,\n        url_tags,\n        asset_feed_spec_link_urls,\n        object_story_link_data_child_attachments,\n        object_story_link_data_caption, \n        object_story_link_data_description, \n        object_story_link_data_link, \n        object_story_link_data_message,\n        template_app_link_spec_ios,\n        template_app_link_spec_ipad,\n        template_app_link_spec_android,\n        template_app_link_spec_iphone,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__campaign_history.sql", "original_file_path": "models/stg_facebook_ads__campaign_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__campaign_history"], "alias": "stg_facebook_ads__campaign_history", "checksum": {"name": "sha256", "checksum": "6b57397a47e657006bdb39472b92fd97f4144a7a28bd7912e99f3ca5bd65af7e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook campaign.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_name": {"name": "campaign_name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.314055, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__campaign_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__campaign_history_tmp')),\n                staging_columns=get_campaign_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(id as {{ dbt.type_bigint() }}) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__campaign_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_campaign_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__campaign_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    stop_time\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    lifetime_budget\n    \n , \n    cast(null as FLOAT64) as \n    \n    budget_remaining\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        created_time as created_at,\n        cast(account_id as bigint) as account_id,\n        cast(id as bigint) as campaign_id,\n        name as campaign_name,\n        start_time as start_at,\n        stop_time as end_at,\n        status,\n        daily_budget,\n        lifetime_budget,\n        budget_remaining,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__account_history.sql", "original_file_path": "models/stg_facebook_ads__account_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__account_history"], "alias": "stg_facebook_ads__account_history", "checksum": {"name": "sha256", "checksum": "090302a3b7cb43a4b919fba99fb66060ac7581e1c9f0deb432cd30dec10d0084"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad account.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_at": {"name": "created_at", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.3119261, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__account_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__account_history_tmp')),\n                staging_columns=get_account_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as {{ dbt.type_bigint() }}) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__account_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_account_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__account_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    _fivetran_synced\n    \n as \n    \n    _fivetran_synced\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    cast(null as string) as \n    \n    account_status\n    \n , \n    cast(null as string) as \n    \n    business_country_code\n    \n , \n    cast(null as timestamp) as \n    \n    created_time\n    \n , \n    cast(null as string) as \n    \n    currency\n    \n , \n    cast(null as string) as \n    \n    timezone_name\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        cast(id as bigint) as account_id,\n        _fivetran_synced,\n        name as account_name,\n        account_status,\n        business_country_code,\n        created_time as created_at,\n        currency,\n        timezone_name,\n        case when id is null and _fivetran_synced is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by _fivetran_synced desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_history.sql", "original_file_path": "models/stg_facebook_ads__ad_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_history"], "alias": "stg_facebook_ads__ad_history", "checksum": {"name": "sha256", "checksum": "40418e511a752db37c4a7ecb979055df2a640d712f87ecd445f1ca63c0e07b6c"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.312704, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_history_tmp')),\n                staging_columns=get_ad_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_id,\n        name as ad_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(ad_set_id as {{ dbt.type_bigint() }}) as ad_set_id,   \n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        cast(creative_id as {{ dbt.type_bigint() }}) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    ad_set_id\n    \n as \n    \n    ad_set_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    \n    \n    creative_id\n    \n as \n    \n    creative_id\n    \n, \n    cast(null as string) as \n    \n    conversion_domain\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_id,\n        name as ad_name,\n        cast(account_id as bigint) as account_id,\n        cast(ad_set_id as bigint) as ad_set_id,   \n        cast(campaign_id as bigint) as campaign_id,\n        cast(creative_id as bigint) as creative_id,\n        conversion_domain,\n        case when id is null and updated_time is null \n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history", "resource_type": "model", "package_name": "facebook_ads_source", "path": "stg_facebook_ads__ad_set_history.sql", "original_file_path": "models/stg_facebook_ads__ad_set_history.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "fqn": ["facebook_ads_source", "stg_facebook_ads__ad_set_history"], "alias": "stg_facebook_ads__ad_set_history", "checksum": {"name": "sha256", "checksum": "7e5b24c05a2a4c8b51820fdfdab5ed9e63f89f9192b9c5863fe654e1c519a508"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record in this table reflects a Facebook ad set.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_name": {"name": "ad_set_name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_most_recent_record": {"name": "is_most_recent_record", "description": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_at": {"name": "updated_at", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_at": {"name": "start_at", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_at": {"name": "end_at", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "facebook_ads_source://models/stg_facebook_ads.yml", "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "table", "enabled": true}, "created_at": 1731528636.313378, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\nwith base as (\n\n    select * \n    from {{ ref('stg_facebook_ads__ad_set_history_tmp') }}\n),\n\nfields as (\n\n    select\n        {{\n            fivetran_utils.fill_staging_columns(\n                source_columns=adapter.get_columns_in_relation(ref('stg_facebook_ads__ad_set_history_tmp')),\n                staging_columns=get_ad_set_history_columns()\n            )\n        }}\n        \n    \n        {{ fivetran_utils.source_relation(\n            union_schema_variable='facebook_ads_union_schemas', \n            union_database_variable='facebook_ads_union_databases') \n        }}\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as {{ dbt.type_bigint() }}) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as {{ dbt.type_bigint() }}) as account_id,\n        cast(campaign_id as {{ dbt.type_bigint() }}) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}, {"name": "stg_facebook_ads__ad_set_history_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.facebook_ads_source.get_ad_set_history_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_bigint"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads__ad_set_history.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n    select * \n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`\n),\n\nfields as (\n\n    select\n        \n    \n    \n    updated_time\n    \n as \n    \n    updated_time\n    \n, \n    \n    \n    id\n    \n as \n    \n    id\n    \n, \n    \n    \n    name\n    \n as \n    \n    name\n    \n, \n    \n    \n    account_id\n    \n as \n    \n    account_id\n    \n, \n    \n    \n    campaign_id\n    \n as \n    \n    campaign_id\n    \n, \n    cast(null as timestamp) as \n    \n    start_time\n    \n , \n    cast(null as timestamp) as \n    \n    end_time\n    \n , \n    cast(null as string) as \n    \n    bid_strategy\n    \n , \n    cast(null as INT64) as \n    \n    daily_budget\n    \n , \n    cast(null as INT64) as \n    \n    budget_remaining\n    \n , \n    cast(null as string) as \n    \n    status\n    \n , \n    cast(null as string) as \n    \n    optimization_goal\n    \n \n\n\n        \n    \n        \n\n\n, cast('' as string) as source_relation\n\n\n\n\n    from base\n),\n\nfinal as (\n\n    select\n        source_relation, \n        updated_time as updated_at,\n        cast(id as bigint) as ad_set_id,\n        name as ad_set_name,\n        cast(account_id as bigint) as account_id,\n        cast(campaign_id as bigint) as campaign_id,\n        start_time as start_at,\n        end_time as end_at,\n        bid_strategy,\n        daily_budget,\n        budget_remaining,\n        status,\n        optimization_goal,\n        case when id is null and updated_time is null\n            then row_number() over (partition by source_relation order by source_relation)\n        else row_number() over (partition by source_relation, id order by updated_time desc) end = 1 as is_most_recent_record\n    from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_set_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_set_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_set_history_tmp"], "alias": "stg_facebook_ads__ad_set_history_tmp", "checksum": {"name": "sha256", "checksum": "c0ef5a352e6b9daecaee96291b7775cfb97efd9566417662f459b886be819d5f"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.076155, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_set_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_set_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_set_history"], ["facebook_ads", "ad_set_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_set_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_tmp"], "alias": "stg_facebook_ads__basic_ad_tmp", "checksum": {"name": "sha256", "checksum": "7b566dd6bd0639942bbb87ea9beaecf76cc79ef570ca120f6689d2e26a7a3a5e"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.0953228, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad"], ["facebook_ads", "basic_ad"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__ad_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__ad_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__ad_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__ad_history_tmp"], "alias": "stg_facebook_ads__ad_history_tmp", "checksum": {"name": "sha256", "checksum": "a92e7e17eff0e7ac71e8465dfac58f2f54c4e42e9e2b2bd733f1db25ae9e8ee9"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.099333, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='ad_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='ad_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "ad_history"], ["facebook_ads", "ad_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__ad_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__campaign_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__campaign_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__campaign_history_tmp"], "alias": "stg_facebook_ads__campaign_history_tmp", "checksum": {"name": "sha256", "checksum": "39e7995fdba2bbfa5a72903a60c486a18cdb73122ba447b2bbd1f01bd1c05dea"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.103331, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='campaign_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='campaign_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "campaign_history"], ["facebook_ads", "campaign_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__campaign_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_actions_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_actions_tmp"], "alias": "stg_facebook_ads__basic_ad_actions_tmp", "checksum": {"name": "sha256", "checksum": "2325ada772c4afb4eba45dd65cf56ede4b7fafb9d30b7f95b2ae61b263ac089b"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.1079922, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_actions', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_actions',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_actions"], ["facebook_ads", "basic_ad_actions"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_actions_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__creative_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__creative_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__creative_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__creative_history_tmp"], "alias": "stg_facebook_ads__creative_history_tmp", "checksum": {"name": "sha256", "checksum": "d2796e42711b748555b1d084124977d08b3677ca01ab8f9de0a58b591cf0d7c4"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.1120698, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='creative_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='creative_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "creative_history"], ["facebook_ads", "creative_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__creative_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__basic_ad_action_values_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__basic_ad_action_values_tmp"], "alias": "stg_facebook_ads__basic_ad_action_values_tmp", "checksum": {"name": "sha256", "checksum": "01445e306be93b60909269c837857546f810e43701e36e7125c815a5da4f96f6"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.116035, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='basic_ad_action_values', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='basic_ad_action_values',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "basic_ad_action_values"], ["facebook_ads", "basic_ad_action_values"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__basic_ad_action_values_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_facebook_ads_dev", "name": "stg_facebook_ads__account_history_tmp", "resource_type": "model", "package_name": "facebook_ads_source", "path": "tmp/stg_facebook_ads__account_history_tmp.sql", "original_file_path": "models/tmp/stg_facebook_ads__account_history_tmp.sql", "unique_id": "model.facebook_ads_source.stg_facebook_ads__account_history_tmp", "fqn": ["facebook_ads_source", "tmp", "stg_facebook_ads__account_history_tmp"], "alias": "stg_facebook_ads__account_history_tmp", "checksum": {"name": "sha256", "checksum": "061b8efffc7a131b462f62eb989472f03f2ff34002aac20195c73309079737dd"}, "config": {"enabled": true, "alias": null, "schema": "facebook_ads_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"schema": "facebook_ads_{{ var('directed_schema','dev') }}", "materialized": "view", "enabled": true}, "created_at": 1731528636.120042, "relation_name": "`dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history_tmp`", "raw_code": "{{ config(enabled=var('ad_reporting__facebook_ads_enabled', True)) }}\n\n{{\n    fivetran_utils.union_data(\n        table_identifier='account_history', \n        database_variable='facebook_ads_database', \n        schema_variable='facebook_ads_schema', \n        default_database=target.database,\n        default_schema='facebook_ads',\n        default_variable='account_history',\n        union_schema_variable='facebook_ads_union_schemas',\n        union_database_variable='facebook_ads_union_databases'\n    )\n}}", "language": "sql", "refs": [], "sources": [["facebook_ads", "account_history"], ["facebook_ads", "account_history"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.facebook_ads_source.facebook_ads.account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/tmp/stg_facebook_ads__account_history_tmp.sql", "compiled": true, "compiled_code": "\n\n\n    \n    \n        \n        \n        \n        select * \n    from `dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_report_base_url", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_report_base_url.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be", "fqn": ["facebook_ads", "not_null_facebook_ads__url_report_base_url"], "alias": "not_null_facebook_ads__url_report_base_url", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true}, "created_at": 1731528636.212933, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}{{ config(enabled=True) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_report_base_url.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect base_url\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\nwhere base_url is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "base_url", "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "base_url", "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3"}, "created_at": 1731528636.2145631, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(enabled=True,alias=\"dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_850ed029de5e6ff1d32f50b06eaeb4d3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_report", "attached_node": "model.facebook_ads.facebook_ads__url_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__url_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_report_ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_report_ad_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_report_ad_id"], "alias": "not_null_facebook_ads__ad_report_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.2266061, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_report_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id"], "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089"}, "created_at": 1731528636.2276192, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e4b66137204a720abb9a9c7bc742089.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id, ad_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_report", "attached_node": "model.facebook_ads.facebook_ads__ad_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id", "ad_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__ad_set_report_ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__ad_set_report_ad_set_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4", "fqn": ["facebook_ads", "not_null_facebook_ads__ad_set_report_ad_set_id"], "alias": "not_null_facebook_ads__ad_set_report_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.230054, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__ad_set_report_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id"], "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15"}, "created_at": 1731528636.231045, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15\") }}", "language": "sql", "refs": [{"name": "facebook_ads__ad_set_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__ad_set_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_b961bbfa62a03a9958c073786edc4c15.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id, ad_set_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__ad_set_report`\n    group by source_relation, date_day, account_id, campaign_id, ad_set_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__ad_set_report", "attached_node": "model.facebook_ads.facebook_ads__ad_set_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id", "ad_set_id"], "model": "{{ get_where_subquery(ref('facebook_ads__ad_set_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__campaign_report_campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__campaign_report_campaign_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21", "fqn": ["facebook_ads", "not_null_facebook_ads__campaign_report_campaign_id"], "alias": "not_null_facebook_ads__campaign_report_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.233471, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__campaign_report_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id"], "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f"}, "created_at": 1731528636.234477, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f\") }}", "language": "sql", "refs": [{"name": "facebook_ads__campaign_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__campaign_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_f8c57e0e8b2ceeee09e9b03884eb051f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id, campaign_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__campaign_report`\n    group by source_relation, date_day, account_id, campaign_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__campaign_report", "attached_node": "model.facebook_ads.facebook_ads__campaign_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "campaign_id"], "model": "{{ get_where_subquery(ref('facebook_ads__campaign_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__account_report_account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__account_report_account_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024", "fqn": ["facebook_ads", "not_null_facebook_ads__account_report_account_id"], "alias": "not_null_facebook_ads__account_report_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.237698, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__account_report_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id"], "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067"}, "created_at": 1731528636.2407901, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067\") }}", "language": "sql", "refs": [{"name": "facebook_ads__account_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__account_report"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_6e8a815205ee0246fa9dad45a7c74067.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__account_report`\n    group by source_relation, date_day, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__account_report", "attached_node": "model.facebook_ads.facebook_ads__account_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id"], "model": "{{ get_where_subquery(ref('facebook_ads__account_report')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_facebook_ads__url_tags__fivetran_id", "resource_type": "test", "package_name": "facebook_ads", "path": "not_null_facebook_ads__url_tags__fivetran_id.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3", "fqn": ["facebook_ads", "not_null_facebook_ads__url_tags__fivetran_id"], "alias": "not_null_facebook_ads__url_tags__fivetran_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.244606, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/not_null_facebook_ads__url_tags__fivetran_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\nwhere _fivetran_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_id", "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_id", "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": null}}, "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type", "resource_type": "test", "package_name": "facebook_ads", "path": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "original_file_path": "models/facebook.yml", "unique_id": "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec", "fqn": ["facebook_ads", "dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type"], "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956"}, "created_at": 1731528636.2457469, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956\") }}", "language": "sql", "refs": [{"name": "facebook_ads__url_tags", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads.facebook_ads__url_tags"]}, "compiled_path": "target/compiled/facebook_ads/models/facebook.yml/dbt_utils_unique_combination_o_0edcd43a1d9ada73ae05d9299e782956.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id, key, type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`facebook_ads__url_tags`\n    group by source_relation, _fivetran_id, key, type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.facebook_ads__url_tags", "attached_node": "model.facebook_ads.facebook_ads__url_tags", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id", "key", "type"], "model": "{{ get_where_subquery(ref('facebook_ads__url_tags')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history_account_id"], "alias": "not_null_stg_facebook_ads__account_history_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.3193338, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__account_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__account_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__account_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.3206432, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__account_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced"], "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98"}, "created_at": 1731528636.32201, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__account_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__account_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_f1aad48dbc1b2c2943c7368848da8a98.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, account_id, _fivetran_synced\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__account_history`\n    group by source_relation, account_id, _fivetran_synced\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__account_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__account_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id", "_fivetran_synced"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__account_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_ad_id"], "alias": "not_null_stg_facebook_ads__ad_history_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.324969, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.326039, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at"], "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5"}, "created_at": 1731528636.32713, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_3ebe08205599fa597ed00fd7c1713fd5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_history`\n    group by source_relation, ad_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_ad_set_id"], "alias": "not_null_stg_facebook_ads__ad_set_history_ad_set_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.330009, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_ad_set_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_set_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere ad_set_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_set_id", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_set_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__ad_set_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__ad_set_history_updated_at"], "alias": "not_null_stg_facebook_ads__ad_set_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.3312309, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__ad_set_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at"], "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410"}, "created_at": 1731528636.332364, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__ad_set_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_188752cfa5e76048bd891390076e4410.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, ad_set_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__ad_set_history`\n    group by source_relation, ad_set_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__ad_set_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "ad_set_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__ad_set_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_campaign_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_campaign_id"], "alias": "not_null_stg_facebook_ads__campaign_history_campaign_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.334841, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_campaign_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect campaign_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere campaign_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "campaign_id", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "campaign_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__campaign_history_updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__campaign_history_updated_at.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__campaign_history_updated_at"], "alias": "not_null_stg_facebook_ads__campaign_history_updated_at", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.335972, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__campaign_history_updated_at.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect updated_at\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\nwhere updated_at is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "updated_at", "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "updated_at", "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at"], "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591"}, "created_at": 1731528636.33702, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__campaign_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_25638a8aacb87adbe02252bd0c22a591.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, campaign_id, updated_at\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__campaign_history`\n    group by source_relation, campaign_id, updated_at\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__campaign_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__campaign_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "campaign_id", "updated_at"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__campaign_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history__fivetran_synced"], "alias": "not_null_stg_facebook_ads__creative_history__fivetran_synced", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.339666, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history__fivetran_synced.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect _fivetran_synced\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere _fivetran_synced is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "_fivetran_synced", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "_fivetran_synced", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__creative_history_creative_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__creative_history_creative_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__creative_history_creative_id"], "alias": "not_null_stg_facebook_ads__creative_history_creative_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.340972, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__creative_history_creative_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect creative_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\nwhere creative_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "creative_id", "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "creative_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id"], "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad"}, "created_at": 1731528636.342081, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__creative_history", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__creative_history"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_4cfbaafcd1dee5ef85e3f65391a5a9ad.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, _fivetran_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__creative_history`\n    group by source_relation, _fivetran_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__creative_history", "attached_node": "model.facebook_ads_source.stg_facebook_ads__creative_history", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__creative_history')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_ad_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_ad_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_ad_id"], "alias": "not_null_stg_facebook_ads__basic_ad_ad_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.346176, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_ad_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect ad_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere ad_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "ad_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "ad_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "not_null_stg_facebook_ads__basic_ad_account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "not_null_stg_facebook_ads__basic_ad_account_id.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_account_id.d06f6d861b", "fqn": ["facebook_ads_source", "not_null_stg_facebook_ads__basic_ad_account_id"], "alias": "not_null_stg_facebook_ads__basic_ad_account_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1731528636.347214, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/not_null_stg_facebook_ads__basic_ad_account_id.sql", "compiled": true, "compiled_code": "\n    \n    \n\n\n\nselect account_id\nfrom `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\nwhere account_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "account_id", "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "account_id", "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": null}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id.9c647961f0", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_source_relation__date_day__ad_id__account_id"], "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2"}, "created_at": 1731528636.348292, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_478f0ed1d8a9ad654a164e0b33dad4d2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, account_id\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad`\n    group by source_relation, date_day, ad_id, account_id\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "account_id"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type.3f1bea13d9", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_actions_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3"}, "created_at": 1731528636.3511412, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_66412182ce22d19b158e5837adf4e3b3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_actions`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_actions", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_actions')) }}"}, "namespace": "dbt_utils"}}, "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825": {"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type", "resource_type": "test", "package_name": "facebook_ads_source", "path": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "original_file_path": "models/stg_facebook_ads.yml", "unique_id": "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type.3c32585825", "fqn": ["facebook_ads_source", "dbt_utils_unique_combination_of_columns_stg_facebook_ads__basic_ad_action_values_source_relation__date_day__ad_id__action_type"], "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37"}, "created_at": 1731528636.353889, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37\") }}", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_action_values", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values"]}, "compiled_path": "target/compiled/facebook_ads_source/models/stg_facebook_ads.yml/dbt_utils_unique_combination_o_cd20f9e334071169ff4962869fa3fe37.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n    select\n        source_relation, date_day, ad_id, action_type\n    from `dbt-package-testing`.`facebook_ads_tests_facebook_ads_dev`.`stg_facebook_ads__basic_ad_action_values`\n    group by source_relation, date_day, ad_id, action_type\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_facebook_ads__basic_ad_action_values", "attached_node": "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "ad_id", "action_type"], "model": "{{ get_where_subquery(ref('stg_facebook_ads__basic_ad_action_values')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.facebook_ads_source.facebook_ads.account_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "account_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.account_history", "fqn": ["facebook_ads_source", "facebook_ads", "account_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_account_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad account.", "columns": {"id": {"name": "id", "description": "The ID of the ad account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_status": {"name": "account_status", "description": "Current status of account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "business_country_code": {"name": "business_country_code", "description": "Country code of business associated to account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time account was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "currency": {"name": "currency", "description": "Currency associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "timezone_name": {"name": "timezone_name", "description": "Timezone associated with account.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_account_history_data`", "created_at": 1731528636.413602}, "source.facebook_ads_source.facebook_ads.ad_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad.", "columns": {"id": {"name": "id", "description": "The ID of this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_set_id": {"name": "ad_set_id", "description": "ID of the ad set that contains the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "creative_id": {"name": "creative_id", "description": "The ID of the ad creative to be used by this ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of the ad.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "conversion_domain": {"name": "conversion_domain", "description": "The domain you've configured the ad to convert to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_history_data`", "created_at": 1731528636.414413}, "source.facebook_ads_source.facebook_ads.ad_set_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "ad_set_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.ad_set_history", "fqn": ["facebook_ads_source", "facebook_ads", "ad_set_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_ad_set_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook ad set.", "columns": {"id": {"name": "id", "description": "The ID of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad set belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "campaign_id": {"name": "campaign_id", "description": "Ad campaign that contains this ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated ad set start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "end_time": {"name": "end_time", "description": "Timestamp of designated ad set end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bid_strategy": {"name": "bid_strategy", "description": "Bid strategy values are - 'LOWEST_COST_WITHOUT_CAP', 'LOWEST_COST_WITH_BID_CAP', 'COST_CAP', 'LOWEST_COST_WITH_MIN_ROAS'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of ad set.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "optimization_goal": {"name": "optimization_goal", "description": "The optimization goal this ad set is using. Possible values defined [here](https://developers.facebook.com/docs/marketing-api/reference/ad-campaign/#fields).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_ad_set_history_data`", "created_at": 1731528636.414546}, "source.facebook_ads_source.facebook_ads.basic_ad": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily performance of an ad in Facebook.", "columns": {"ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_name": {"name": "ad_name", "description": "Name of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "adset_name": {"name": "adset_name", "description": "Name of the ad set the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this ad belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of impressions the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline_link_clicks": {"name": "inline_link_clicks", "description": "The number of clicks the ad had on the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "spend": {"name": "spend", "description": "The spend on the ad in the given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "reach": {"name": "reach", "description": "The number of people who saw any content from your Page or about your Page. This metric is estimated.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "frequency": {"name": "frequency", "description": "The average number of times each person saw your ad; it is calculated as impressions divided by reach.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_data`", "created_at": 1731528636.4153678}, "source.facebook_ads_source.facebook_ads.basic_ad_actions": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_actions", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_actions", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_actions"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_actions_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record represents the daily conversion performance of an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type`.", "columns": {"_1_d_view": {"name": "_1_d_view", "description": "Conversion metric value using an attribution window of \"1 day after viewing the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_28_d_click": {"name": "_28_d_click", "description": "Conversion metric value using an attribution window of \"28 days after clicking the ad\". Deprecated by Facebook due to digital privacy initiatives. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "inline": {"name": "inline", "description": "Conversion metric value using the attribution window that occurs on the ad itself. Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Conversion metric value using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_actions_data`", "created_at": 1731528636.415495}, "source.facebook_ads_source.facebook_ads.basic_ad_action_values": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "basic_ad_action_values", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.basic_ad_action_values", "fqn": ["facebook_ads_source", "facebook_ads", "basic_ad_action_values"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_basic_ad_action_values_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": null, "external": null, "description": "Each record represents the daily conversion values associated with an ad in Facebook. This is the prebuilt `basic_ad` report broken down by `action_type` and `action_value`.", "columns": {"_7_d_click": {"name": "_7_d_click", "description": "Conversion metric value using an attribution window of \"7 days after clicking the ad\". Not included in downstream models by default, but can be added using the `facebook_ads__basic_ad_actions_passthrough_metrics` var.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "Defunct field.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "action_type": {"name": "action_type", "description": "The kind of actions taken on your ad, Page, app or event after your ad was served to someone, even if they didn't click on it. Action types include Page likes, app installs, conversions, event responses and more. Actions prepended by app_custom_event come from mobile app events and actions prepended by offsite_conversion come from the Facebook Pixel.\n", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ad_id": {"name": "ad_id", "description": "The ID of the ad the report relates to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the reported performance.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "index": {"name": "index", "description": "Index reflecting the `action_type` tracked for this ad on this day. Column of not much consequence.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value": {"name": "value", "description": "Monetary value associated with the convesion action using the default attribution window.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_basic_ad_action_values_data`", "created_at": 1731528636.415605}, "source.facebook_ads_source.facebook_ads.campaign_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "campaign_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.campaign_history", "fqn": ["facebook_ads_source", "facebook_ads", "campaign_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_campaign_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook campaign.", "columns": {"id": {"name": "id", "description": "The ID of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "The ID of the ad account that this campaign belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "The name of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "updated_time": {"name": "updated_time", "description": "The timestamp of the last update of a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "created_time": {"name": "created_time", "description": "The time the campaign was created.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "start_time": {"name": "start_time", "description": "Timestamp of designated campaign start time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "stop_time": {"name": "stop_time", "description": "Timestamp of designated campaign end time.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "daily_budget": {"name": "daily_budget", "description": "Daily budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "budget_remaining": {"name": "budget_remaining", "description": "Remaining budget of campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_budget": {"name": "lifetime_budget", "description": "Lifetime budget of the campaign.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Status values are - 'ACTIVE', 'PAUSED', 'DELETED', 'ARCHIVED'.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_campaign_history_data`", "created_at": 1731528636.41572}, "source.facebook_ads_source.facebook_ads.creative_history": {"database": "dbt-package-testing", "schema": "facebook_ads_tests", "name": "creative_history", "resource_type": "source", "package_name": "facebook_ads_source", "path": "models/src_facebook_ads.yml", "original_file_path": "models/src_facebook_ads.yml", "unique_id": "source.facebook_ads_source.facebook_ads.creative_history", "fqn": ["facebook_ads_source", "facebook_ads", "creative_history"], "source_name": "facebook_ads", "source_description": "", "loader": "Fivetran", "identifier": "facebook_ads_creative_history_data", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Each record in this table reflects a version of a Facebook creative.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "Unique record identifier", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_link": {"name": "page_link", "description": "URL destination of Facebook ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_page_link": {"name": "template_page_link", "description": "URL destination of Facebook dynamic ads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "id": {"name": "id", "description": "Unique ID for an ad creative.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Ad account ID for the account this ad creative belongs to.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Name of this ad creative as seen in the ad account's library.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "url_tags": {"name": "url_tags", "description": "A set of query string parameters which will replace or be appended to urls clicked from page post ads, message of the post, and canvas app install creatives only.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "When the record was last synced by Fivetran.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "asset_feed_spec_link_urls": {"name": "asset_feed_spec_link_urls", "description": "Link to the asset feed spec", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_child_attachments": {"name": "object_story_link_data_child_attachments", "description": "Link of the object story child attachments", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_caption": {"name": "object_story_link_data_caption", "description": "Link of the object story caption", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_description": {"name": "object_story_link_data_description", "description": "Link of the object story description", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_link": {"name": "object_story_link_data_link", "description": "Link of the object story link", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "object_story_link_data_message": {"name": "object_story_link_data_message", "description": "Link of the object story message", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ios": {"name": "template_app_link_spec_ios", "description": "Link of the object story spec for ios", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_ipad": {"name": "template_app_link_spec_ipad", "description": "Link of the template app spec for ipad", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_android": {"name": "template_app_link_spec_android", "description": "Link of the template app for android", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "template_app_link_spec_iphone": {"name": "template_app_link_spec_iphone", "description": "Link of the template app for iphone", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "`dbt-package-testing`.`facebook_ads_tests`.`facebook_ads_creative_history_data`", "created_at": 1731528636.4158452}}, "macros": {"macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n    {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8032022, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n  {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.803453, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n  {%- if execute -%}\n    {%- set res = adapter.get_partitions_metadata(table) -%}\n    {{- return(res) -}}\n  {%- endif -%}\n  {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8037498, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {%- if language == 'sql' -%}\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- if partition_config.time_ingestion_partitioning -%}\n    {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n    {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n    {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n    {%- endif -%}\n\n    {{ sql_header if sql_header is not none }}\n\n    create or replace table {{ relation }}\n      {%- set contract_config = config.get('contract') -%}\n      {%- if contract_config.enforced -%}\n        {{ get_assert_columns_equivalent(compiled_code) }}\n        {{ get_table_columns_and_constraints() }}\n        {%- set compiled_code = get_select_subquery(compiled_code) %}\n      {% else %}\n        {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n        {{ columns }}\n      {% endif %}\n    {{ partition_by(partition_config) }}\n    {{ cluster_by(raw_cluster_by) }}\n\n    {{ bigquery_table_options(config, model, temporary) }}\n\n    {#-- PARTITION BY cannot be used with the AS query_statement clause.\n         https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n    -#}\n    {%- if not partition_config.time_ingestion_partitioning %}\n    as (\n      {{ compiled_code }}\n    );\n    {%- endif %}\n  {%- elif language == 'python' -%}\n    {#--\n    N.B. Python models _can_ write to temp views HOWEVER they use a different session\n    and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n    TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n    dbt invocation.\n     --#}\n\n    {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n    {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n    {%- if (old_relation.is_table and (should_full_refresh())) -%}\n      {% do adapter.drop_relation(relation) %}\n    {%- endif -%}\n    {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n  {%- else -%}\n    {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n  {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.808131, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create or replace view {{ relation }}\n  {{ bigquery_view_options(config, model) }}\n  {%- set contract_config = config.get('contract') -%}\n  {%- if contract_config.enforced -%}\n    {{ get_assert_columns_equivalent(sql) }}\n  {%- endif %}\n  as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.808605, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n  {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.808741, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n  {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.808888, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n  {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.809032, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n  {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.809178, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n  {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8093581, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do alter_column_comment(relation, model.columns) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8096309, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n  {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.80979, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n        {% for column in add_columns %}\n          add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8101919, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation }}\n\n        {% for column in drop_columns %}\n          drop column {{ column.name }}{{ ',' if not loop.last }}\n        {% endfor %}\n\n  {%- endset -%}\n\n  {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.810563, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n  {#-- Changing a column's data type using a query requires you to scan the entire table.\n    The query charges can be significant if the table is very large.\n\n    https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n  #}\n  {% set relation_columns = get_columns_in_relation(relation) %}\n\n  {% set sql %}\n    select\n      {%- for col in relation_columns -%}\n        {% if col.column == column_name %}\n          CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n        {%- else %}\n          {{ col.quoted }}\n        {%- endif %}\n        {%- if not loop.last %},{% endif -%}\n      {%- endfor %}\n    from {{ relation }}\n  {% endset %}\n\n  {% call statement('alter_column_type') %}\n    {{ create_table_as(False, relation, sql)}}\n  {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.811284, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n  select {{ column_name }} as unique_field\n  from {{ model }}\n  where {{ column_name }} is not null\n\n)\n\nselect\n    unique_field,\n    count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8114529, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n  {{ log(\"kwargs: \" ~ kwargs) }}\n\n  {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.811727, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n    -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.812097, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8122501, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n  \t\t\t\t\t\t\tagate_table, column_override) }}\n\n  {% call statement() %}\n    alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n  {% endcall %}\n\n  {% if config.persist_relation_docs() and 'description' in model %}\n\n  \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.81297, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n    {%- if full_refresh -%}\n      {{ adapter.drop_relation(old_relation) }}\n    {%- else -%}\n      {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.813534, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n    -- grab current tables grants config for comparision later on\n    {% set grant_config = config.get('grants') %}\n\n    {% set to_return = bigquery__create_or_replace_view() %}\n\n    {% set target_relation = this.incorporate(type='view') %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {% if config.get('grant_access_to') %}\n      {% for grant_target_dict in config.get('grant_access_to') %}\n        {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n      {% endfor %}\n    {% endif %}\n\n    {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.814168, "supported_languages": ["sql"]}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n  {%- set language = model['language'] -%}\n  {%- set identifier = model['alias'] -%}\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n  {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {#\n      We only need to drop this thing if it is not a table.\n      If it _is_ already a table, then we can overwrite it without downtime\n      Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n  #}\n  {%- if exists_not_as_table -%}\n      {{ adapter.drop_relation(old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n  {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n    {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n    {% do adapter.drop_relation(old_relation) %}\n  {% endif %}\n\n  -- build model\n  {%- call statement('main', language=language) -%}\n    {{ create_table_as(False, target_relation, compiled_code, language) }}\n  {%- endcall -%}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.818305, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n{%- set raw_partition_by = config.get('partition_by', none) -%}\n{%- set raw_cluster_by = config.get('cluster_by', none) -%}\n{%- set enable_list_inference = config.get('enable_list_inference', true) -%}\n{%- set intermediate_format = config.get('intermediate_format', none) -%}\n\n{%- set partition_config = adapter.parse_partition_by(raw_partition_by) %}\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\nspark.conf.set(\"enableListInference\", \"{{ enable_list_inference }}\")\n{% if intermediate_format %}\nspark.conf.set(\"intermediateFormat\", \"{{ intermediate_format }}\")\n{% endif %}\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n  import pandas\n  pandas_available = True\nexcept ImportError:\n  pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n  import pyspark.pandas\n  pyspark_pandas_api_available = True\nexcept ImportError:\n  pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n  import databricks.koalas\n  koalas_available = True\nexcept ImportError:\n  koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n  pass  # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n  df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n  df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n  df = spark.createDataFrame(df)\nelse:\n  msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n  raise Exception(msg)\n\ndf.write \\\n  .mode(\"overwrite\") \\\n  .format(\"bigquery\") \\\n  .option(\"writeMethod\", \"indirect\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n  {%- if partition_config is not none %}\n  {%- if partition_config.data_type | lower in ('date','timestamp','datetime') %}\n  .option(\"partitionField\", \"{{- partition_config.field -}}\") \\\n  {%- if partition_config.granularity is not none %}\n  .option(\"partitionType\", \"{{- partition_config.granularity| upper -}}\") \\\n  {%- endif %}\n  {%- endif %}\n  {%- endif %}\n  {%- if raw_cluster_by is not none %}\n  .option(\"clusteredFields\", \"{{- raw_cluster_by | join(',') -}}\") \\\n  {%- endif %}\n  .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.819506, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n  {# Setup #}\n  {{ run_hooks(pre_hooks) }}\n\n  {% set destination = this.incorporate(type='table') %}\n\n  {# there can be several ref() or source() according to BQ copy API docs #}\n  {# cycle over ref() and source() to create source tables array #}\n  {% set source_array = [] %}\n  {% for ref_table in model.refs %}\n    {{ source_array.append(ref(ref_table.get('package'), ref_table.name, version=ref_table.get('version'))) }}\n  {% endfor %}\n\n  {% for src_table in model.sources %}\n    {{ source_array.append(source(*src_table)) }}\n  {% endfor %}\n\n  {# Call adapter copy_table function #}\n  {%- set result_str = adapter.copy_table(\n      source_array,\n      destination,\n      config.get('copy_materialization', default = 'table')) -%}\n\n  {{ store_result('main', response=result_str) }}\n\n  {# Clean up #}\n  {{ run_hooks(post_hooks) }}\n  {%- do apply_grants(target_relation, grant_config) -%}\n  {{ adapter.commit() }}\n\n  {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.820752, "supported_languages": ["sql"]}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n  {#-- Find and validate the incremental strategy #}\n  {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n  {% set invalid_strategy_msg -%}\n    Invalid incremental strategy provided: {{ strategy }}\n    Expected one of: 'merge', 'insert_overwrite'\n  {%- endset %}\n  {% if strategy not in ['merge', 'insert_overwrite'] %}\n    {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n  {% endif %}\n\n  {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.822834, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n  {%- if partition_by.time_ingestion_partitioning %}\n    {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False))  }}\n  {% else %}\n    {{ return(source_sql)  }}\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.823115, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n  {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n  {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n    {% do exceptions.raise_compiler_error(\n      \"Python models do not support ingestion time partitioning\"\n    ) %}\n  {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n    {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n    {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n    {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n  {% else %}\n    {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.823827, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n    strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n  {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n  {% if strategy == 'insert_overwrite' %}\n\n    {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n  {% else %} {# strategy == 'merge' #}\n\n    {% set build_sql = bq_generate_incremental_merge_build_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n    ) %}\n\n  {% endif %}\n\n  {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.824437, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n  {%- set language = model['language'] %}\n\n  {%- set target_relation = this %}\n  {%- set existing_relation = load_relation(this) %}\n  {%- set tmp_relation = make_temp_relation(this) %}\n\n  {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n  {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {%- set partitions = config.get('partitions', none) -%}\n  {%- set cluster_by = config.get('cluster_by', none) -%}\n\n  {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n  {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n   -- grab current tables grants config for comparison later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n        {% set wrong_strategy_msg -%}\n        The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n        {%- endset %}\n        {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n  {% elif existing_relation is none %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif existing_relation.is_view %}\n      {#-- There's no way to atomically replace a view with a table on BQ --#}\n      {{ adapter.drop_relation(existing_relation) }}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% elif full_refresh_mode %}\n      {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n      {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n          {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n          {{ adapter.drop_relation(existing_relation) }}\n      {% endif %}\n      {%- call statement('main', language=language) -%}\n        {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n      {%- endcall -%}\n\n  {% else %}\n    {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n      {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n      {%- set python_unsupported_msg -%}\n        The 'insert_overwrite' strategy is not yet supported for python models.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n    {%- endif -%}\n\n    {% set tmp_relation_exists = false %}\n    {% if on_schema_change != 'ignore' or language == 'python' %}\n      {#-- Check first, since otherwise we may not build a temp table --#}\n      {#-- Python always needs to create a temp table --#}\n      {%- call statement('create_tmp_relation', language=language) -%}\n        {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n      {%- endcall -%}\n      {% set tmp_relation_exists = true %}\n      {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n      {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n    {% endif %}\n\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n    {#--  Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n    {% if partition_by.time_ingestion_partitioning %}\n      {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n    {% endif %}\n\n    {% set build_sql = bq_generate_incremental_build_sql(\n        strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n    ) %}\n\n    {%- call statement('main') -%}\n      {{ build_sql }}\n    {% endcall %}\n\n    {%- if language == 'python' and tmp_relation -%}\n      {{ adapter.drop_relation(tmp_relation) }}\n    {%- endif -%}\n\n  {% endif %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.828235, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n  to_hex(md5(concat({%- for arg in args -%}\n    coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n  {%- endfor -%}\n  )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.828633, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n  {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.828783, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n  -- Clean up the snapshot temp table\n  {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.828913, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8291042, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace\n      table {{ this_relation }}\n      clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.829234, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n    {%- set source_sql -%}\n        {%- if tmp_relation_exists -%}\n        (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n        )\n        {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n        (\n            {%- if partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n            {%- else -%}\n            {{sql}}\n            {%- endif %}\n        )\n        {%- endif -%}\n    {%- endset -%}\n\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set avoid_require_partition_filter = predicate_for_avoid_require_partition_filter() -%}\n    {%- if avoid_require_partition_filter is not none -%}\n        {% do predicates.append(avoid_require_partition_filter) %}\n    {%- endif -%}\n\n    {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, predicates) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.830474, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n  {#-- TODO: revisit partitioning with python models --#}\n  {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n    declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n      select max({{ partition_by.field }}) from {{ this }}\n      where {{ partition_by.field }} is not null\n    );\n\n  {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.831274, "supported_languages": null}, "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter": {"name": "predicate_for_avoid_require_partition_filter", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.predicate_for_avoid_require_partition_filter", "macro_sql": "{% macro predicate_for_avoid_require_partition_filter(target='DBT_INTERNAL_DEST') %}\n\n    {%- set raw_partition_by = config.get('partition_by', none) -%}\n    {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n    {%- set predicate = none -%}\n\n    {% if partition_config and config.get('require_partition_filter') -%}\n        {%- set partition_field = partition_config.time_partitioning_field() if partition_config.time_ingestion_partitioning else partition_config.field -%}\n        {% set predicate %}\n            (\n                `{{ target }}`.`{{ partition_field }}` is null\n                or `{{ target }}`.`{{ partition_field }}` is not null\n            )\n        {% endset %}\n    {%- endif -%}\n\n    {{ return(predicate) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.831858, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n    {% if partition_by is none %}\n      {% set missing_partition_msg -%}\n      The 'insert_overwrite' strategy requires the `partition_by` config.\n      {%- endset %}\n      {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n    {% endif %}\n\n    {% set build_sql = bq_insert_overwrite_sql(\n        tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n    ) %}\n\n    {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8347049, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n  {% for partition in partitions %}\n    {% if partition_by.data_type == 'int64' %}\n      {% set partition = partition | as_text %}\n    {% elif partition_by.granularity == 'hour' %}\n      {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n    {% elif partition_by.granularity == 'day' %}\n      {% set partition = partition.strftime(\"%Y%m%d\") %}\n    {% elif partition_by.granularity == 'month' %}\n      {% set partition = partition.strftime(\"%Y%m\") %}\n    {% elif partition_by.granularity == 'year' %}\n      {% set partition = partition.strftime(\"%Y\") %}\n    {% endif %}\n    {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n    {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n    {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.836003, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n  {% if partitions is not none and partitions != [] %} {# static #}\n      {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else %} {# dynamic #}\n      {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.836582, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n    tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n              {{ partitions | join (', ') }}\n          )\n      {%- endset %}\n\n      {%- set source_sql -%}\n        (\n          {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n          select\n            {{ partition_by.insertable_time_partitioning_field() }},\n            * from {{ tmp_relation }}\n          {% elif tmp_relation_exists -%}\n            select\n            * from {{ tmp_relation }}\n          {%- elif partition_by.time_ingestion_partitioning -%}\n            {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n          {%- else -%}\n            {{sql}}\n          {%- endif %}\n\n        )\n      {%- endset -%}\n\n      {% if copy_partitions %}\n          {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n      {% else %}\n\n      {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n         we need to prepend the MERGE statement with the user-configured sql_header,\n         which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n         in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n         sql_header is included by the create_table_as macro.\n      #}\n      -- 1. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n      {%- if tmp_relation_exists -%}\n      -- 2. clean up the temp table\n      drop table if exists {{ tmp_relation }};\n      {%- endif -%}\n\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.837567, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n  tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n  ) %}\n  {%- if tmp_relation_exists is false -%}\n  {# We run temp table creation in a separated script to move to partitions copy if it doesn't already exist #}\n    {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n      {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n    }}\n    {%- endcall %}\n  {%- endif -%}\n  {%- set partitions_sql -%}\n    select distinct {{ partition_by.render_wrapped() }}\n    from {{ tmp_relation }}\n  {%- endset -%}\n  {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n  {# We copy the partitions #}\n  {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n  -- Clean up the temp table\n  drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.838237, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n  {%- if copy_partitions is true %}\n     {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n  {% else -%}\n      {% set predicate -%}\n          {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n      {%- endset %}\n\n      {%- set source_sql -%}\n      (\n        select\n        {% if partition_by.time_ingestion_partitioning -%}\n        {{ partition_by.insertable_time_partitioning_field() }},\n        {%- endif -%}\n        * from {{ tmp_relation }}\n      )\n      {%- endset -%}\n\n      -- generated script to merge partitions into {{ target_relation }}\n      declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n      {# have we already created the temp table to check for schema changes? #}\n      {% if not tmp_relation_exists %}\n       -- 1. create a temp table with model data\n        {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n      {% else %}\n        -- 1. temp table already exists, we used it to check for schema changes\n      {% endif %}\n      {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n      -- 2. define partitions to update\n      set (dbt_partitions_for_replacement) = (\n          select as struct\n              -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n              array_agg(distinct {{ partition_field }} IGNORE NULLS)\n          from {{ tmp_relation }}\n      );\n\n      -- 3. run the merge statement\n      {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n      -- 4. clean up the temp table\n      drop table if exists {{ tmp_relation }}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8393128, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n  select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n    {{ sql }}\n  ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8407218, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n    {% set quoted = [] %}\n    {% for col in columns -%}\n        {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n    {%- endfor %}\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.841123, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n  {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n  {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n  {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.841374, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n  {{ sql_header if sql_header is not none }}\n  {%- set raw_partition_by = config.get('partition_by', none) -%}\n  {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n  {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n  {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n  insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n    {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.842016, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n  {% set sql %}\n    {%- set sql_header = config.get('sql_header', none) -%}\n    {{ sql_header if sql_header is not none }}\n    select * from (\n      {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n  {% endset %}\n  {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.842358, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n    {% do adapter.drop_relation(relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.842529, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/options.sql", "original_file_path": "macros/relations/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n  {% set options -%}\n    OPTIONS({% for opt_key, opt_val in opts.items() %}\n      {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n    {% endfor %})\n  {%- endset %}\n  {%- do return(options) -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8429708, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/cluster.sql", "original_file_path": "macros/relations/cluster.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n  {%- if raw_cluster_by is not none -%}\n  cluster by {% if raw_cluster_by is string -%}\n    {% set raw_cluster_by = [raw_cluster_by] %}\n  {%- endif -%}\n  {%- for cluster in raw_cluster_by -%}\n    {{ cluster }}\n    {%- if not loop.last -%}, {% endif -%}\n  {%- endfor -%}\n\n  {% endif %}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.843442, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n  {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.843633, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/partition.sql", "original_file_path": "macros/relations/partition.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n    {%- if partition_config is none -%}\n      {% do return('') %}\n    {%- elif partition_config.time_ingestion_partitioning -%}\n        partition by {{ partition_config.render_wrapped() }}\n    {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n        partition by {{ partition_config.render() }}\n    {%- elif partition_config.data_type | lower in ('int64') -%}\n        {%- set range = partition_config.range -%}\n        partition by range_bucket(\n            {{ partition_config.field }},\n            generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n        )\n    {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8444748, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_materialized_view": {"name": "bigquery__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_materialized_view", "macro_sql": "{% macro bigquery__drop_materialized_view(relation) %}\n    drop materialized view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.844618, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql": {"name": "bigquery__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_replace_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_replace_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create or replace materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.845222, "supported_languages": null}, "macro.dbt_bigquery.bigquery__refresh_materialized_view": {"name": "bigquery__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_bigquery.bigquery__refresh_materialized_view", "macro_sql": "{% macro bigquery__refresh_materialized_view(relation) %}\n    call bq.refresh_materialized_view('{{ relation.database }}.{{ relation.schema }}.{{ relation.identifier }}')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8454368, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql": {"name": "bigquery__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n\n    {% if configuration_changes.requires_full_refresh %}\n        {{ get_replace_sql(existing_relation, relation, sql) }}\n    {% else %}\n\n        alter materialized view {{ relation }}\n            set {{ bigquery_options(configuration_changes.options.context.as_ddl_dict()) }}\n\n    {%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8460228, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes": {"name": "bigquery__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes", "macro_sql": "{% macro bigquery__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {% set _existing_materialized_view = adapter.describe_relation(existing_relation) %}\n    {% set _configuration_changes = existing_relation.materialized_view_config_changeset(_existing_materialized_view, new_config.model) %}\n    {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8463209, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql": {"name": "bigquery__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql", "macro_sql": "{% macro bigquery__get_create_materialized_view_as_sql(relation, sql) %}\n\n    {%- set materialized_view = adapter.Relation.materialized_view_from_relation_config(config.model) -%}\n\n    create materialized view if not exists {{ relation }}\n    {% if materialized_view.partition %}{{ partition_by(materialized_view.partition) }}{% endif %}\n    {% if materialized_view.cluster %}{{ cluster_by(materialized_view.cluster.fields) }}{% endif %}\n    {{ bigquery_options(materialized_view.options.as_ddl_dict()) }}\n    as {{ sql }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.846923, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_table": {"name": "bigquery__drop_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_table", "macro_sql": "{% macro bigquery__drop_table(relation) %}\n    drop table if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8470662, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/options.sql", "original_file_path": "macros/relations/table/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n  {% set opts = adapter.get_table_options(config, node, temporary) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.847378, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_table_sql": {"name": "bigquery__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_table_sql", "macro_sql": "{%- macro bigquery__get_rename_table_sql(relation, new_name) -%}\n    alter table {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.84756, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_view": {"name": "bigquery__drop_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_view", "macro_sql": "{% macro bigquery__drop_view(relation) %}\n    drop view if exists {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8477921, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_view": {"name": "bigquery__create_or_replace_view", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_view", "macro_sql": "{% macro bigquery__create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and not old_relation.is_view -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt_bigquery.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8495429, "supported_languages": null}, "macro.dbt_bigquery.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.849739, "supported_languages": null}, "macro.dbt_bigquery.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_bigquery.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.849956, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/options.sql", "original_file_path": "macros/relations/view/options.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n  {% set opts = adapter.get_view_options(config, node) %}\n  {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.850228, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_rename_view_sql": {"name": "bigquery__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_rename_view_sql", "macro_sql": "{%- macro bigquery__get_rename_view_sql(relation, new_name) -%}\n    alter view {{ relation }} rename to {{ new_name }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.850395, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog_relations": {"name": "bigquery__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_relation.sql", "original_file_path": "macros/catalog/by_relation.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog_relations", "macro_sql": "{% macro bigquery__get_catalog_relations(information_schema, relations) -%}\n\n    {%- if (relations | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards_stage as ({{ _bigquery__get_table_shards_sql(information_schema) }}),\n                table_shards as (\n                    select * from table_shards_stage\n                    where (\n                        {%- for relation in relations -%}\n                            (\n                                upper(table_schema) = upper('{{ relation.schema }}')\n                            and upper(table_name) = upper('{{ relation.identifier }}')\n                            )\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8517592, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_shards_sql": {"name": "_bigquery__get_table_shards_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro_sql": "{% macro _bigquery__get_table_shards_sql(information_schema) %}\n    select\n        tables.project_id as table_catalog,\n        tables.dataset_id as table_schema,\n        coalesce(REGEXP_EXTRACT(tables.table_id, '^(.+)[0-9]{8}$'), tables.table_id) as table_name,\n        tables.table_id as shard_name,\n        REGEXP_EXTRACT(tables.table_id, '^.+([0-9]{8})$') as shard_index,\n        REGEXP_CONTAINS(tables.table_id, '^.+[0-9]{8}$') and tables.type = 1 as is_date_shard,\n        case\n            when materialized_views.table_name is not null then 'materialized view'\n            when tables.type = 1 then 'table'\n            when tables.type = 2 then 'view'\n            else 'external'\n        end as table_type,\n        tables.type = 1 as is_table,\n        JSON_VALUE(table_description.option_value) as table_comment,\n        tables.size_bytes,\n        tables.row_count\n    from {{ information_schema.replace(information_schema_view='__TABLES__') }} tables\n    left join {{ information_schema.replace(information_schema_view='MATERIALIZED_VIEWS') }} materialized_views\n        on materialized_views.table_catalog = tables.project_id\n        and materialized_views.table_schema = tables.dataset_id\n        and materialized_views.table_name = tables.table_id\n    left join {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }} table_description\n        on table_description.table_catalog = tables.project_id\n        and table_description.table_schema = tables.dataset_id\n        and table_description.table_name = tables.table_id\n        and table_description.option_name = 'description'\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8545449, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_tables_sql": {"name": "_bigquery__get_tables_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_tables_sql", "macro_sql": "{% macro _bigquery__get_tables_sql() %}\n    select distinct\n        table_catalog,\n        table_schema,\n        table_name,\n        is_date_shard,\n        table_type,\n        is_table,\n        table_comment\n    from table_shards\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.854642, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_table_stats_sql": {"name": "_bigquery__get_table_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro_sql": "{% macro _bigquery__get_table_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        table_name,\n        max(shard_name) as latest_shard_name,\n        min(shard_index) as shard_min,\n        max(shard_index) as shard_max,\n        count(shard_index) as shard_count,\n        sum(size_bytes) as size_bytes,\n        sum(row_count) as row_count\n    from table_shards\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.85474, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_columns_sql": {"name": "_bigquery__get_columns_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_columns_sql", "macro_sql": "{% macro _bigquery__get_columns_sql(information_schema) %}\n    select\n        columns.table_catalog,\n        columns.table_schema,\n        columns.table_name as shard_name,\n        coalesce(paths.field_path, '<unknown>') as column_name,\n        -- invent a row number to account for nested fields\n        -- BQ does not treat these nested properties as independent fields\n        row_number() over (\n            partition by\n                columns.table_catalog,\n                columns.table_schema,\n                columns.table_name\n            order by\n                columns.ordinal_position,\n                paths.field_path\n        ) as column_index,\n        coalesce(paths.data_type, '<unknown>') as column_type,\n        paths.description as column_comment,\n        case when columns.is_partitioning_column = 'YES' then 1 else 0 end as is_partitioning_column,\n        case when columns.is_partitioning_column = 'YES' then paths.field_path end as partition_column,\n        case when columns.clustering_ordinal_position is not null then 1 else 0 end as is_clustering_column,\n        case when columns.clustering_ordinal_position is not null then paths.field_path end as cluster_column,\n        columns.clustering_ordinal_position\n    from {{ information_schema.replace(information_schema_view='COLUMNS') }} columns\n    join {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }} paths\n        on paths.table_catalog = columns.table_catalog\n        and paths.table_schema = columns.table_schema\n        and paths.table_name = columns.table_name\n        and paths.column_name = columns.column_name\n    where columns.ordinal_position is not null\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8550148, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_column_stats_sql": {"name": "_bigquery__get_column_stats_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro_sql": "{% macro _bigquery__get_column_stats_sql() %}\n    select\n        table_catalog,\n        table_schema,\n        shard_name,\n        max(is_partitioning_column) = 1 as is_partitioned,\n        max(partition_column) as partition_column,\n        max(is_clustering_column) = 1 as is_clustered,\n        array_to_string(\n            array_agg(\n                cluster_column ignore nulls\n                order by clustering_ordinal_position\n            ), ', '\n        ) as clustering_columns\n    from columns\n    group by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.85512, "supported_languages": null}, "macro.dbt_bigquery._bigquery__get_extended_catalog_sql": {"name": "_bigquery__get_extended_catalog_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/catalog.sql", "original_file_path": "macros/catalog/catalog.sql", "unique_id": "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro_sql": "{% macro _bigquery__get_extended_catalog_sql() %}\n    select\n        tables.table_catalog as table_database,\n        tables.table_schema,\n        case\n            when tables.is_date_shard then concat(tables.table_name, '*')\n            else tables.table_name\n        end as table_name,\n        tables.table_type,\n        tables.table_comment,\n        -- coalesce column metadata fields to ensure they are non-null for catalog generation\n        -- external table columns are not present in COLUMN_FIELD_PATHS\n        coalesce(columns.column_name, '<unknown>') as column_name,\n        coalesce(columns.column_index, 1) as column_index,\n        coalesce(columns.column_type, '<unknown>') as column_type,\n        coalesce(columns.column_comment, '') as column_comment,\n\n        'Shard count' as `stats__date_shards__label`,\n        table_stats.shard_count as `stats__date_shards__value`,\n        'The number of date shards in this table' as `stats__date_shards__description`,\n        tables.is_date_shard as `stats__date_shards__include`,\n\n        'Shard (min)' as `stats__date_shard_min__label`,\n        table_stats.shard_min as `stats__date_shard_min__value`,\n        'The first date shard in this table' as `stats__date_shard_min__description`,\n        tables.is_date_shard as `stats__date_shard_min__include`,\n\n        'Shard (max)' as `stats__date_shard_max__label`,\n        table_stats.shard_max as `stats__date_shard_max__value`,\n        'The last date shard in this table' as `stats__date_shard_max__description`,\n        tables.is_date_shard as `stats__date_shard_max__include`,\n\n        '# Rows' as `stats__num_rows__label`,\n        table_stats.row_count as `stats__num_rows__value`,\n        'Approximate count of rows in this table' as `stats__num_rows__description`,\n        tables.is_table as `stats__num_rows__include`,\n\n        'Approximate Size' as `stats__num_bytes__label`,\n        table_stats.size_bytes as `stats__num_bytes__value`,\n        'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n        tables.is_table as `stats__num_bytes__include`,\n\n        'Partitioned By' as `stats__partitioning_type__label`,\n        column_stats.partition_column as `stats__partitioning_type__value`,\n        'The partitioning column for this table' as `stats__partitioning_type__description`,\n        column_stats.is_partitioned as `stats__partitioning_type__include`,\n\n        'Clustered By' as `stats__clustering_fields__label`,\n        column_stats.clustering_columns as `stats__clustering_fields__value`,\n        'The clustering columns for this table' as `stats__clustering_fields__description`,\n        column_stats.is_clustered as `stats__clustering_fields__include`\n\n    from tables\n    join table_stats\n        on table_stats.table_catalog = tables.table_catalog\n        and table_stats.table_schema = tables.table_schema\n        and table_stats.table_name = tables.table_name\n    left join column_stats\n        on column_stats.table_catalog = tables.table_catalog\n        and column_stats.table_schema = tables.table_schema\n        and column_stats.shard_name = table_stats.latest_shard_name\n    left join columns\n        on columns.table_catalog = tables.table_catalog\n        and columns.table_schema = tables.table_schema\n        and columns.shard_name = table_stats.latest_shard_name\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.855393, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog/by_schema.sql", "original_file_path": "macros/catalog/by_schema.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n    {%- if (schemas | length) == 0 -%}\n        {# Hopefully nothing cares about the columns we return when there are no rows #}\n        {%- set query = \"select 1 as id limit 0\" -%}\n\n    {%- else -%}\n        {%- set query -%}\n            with\n                table_shards as (\n                    {{ _bigquery__get_table_shards_sql(information_schema) }}\n                    where (\n                        {%- for schema in schemas -%}\n                            upper(tables.dataset_id) = upper('{{ schema }}')\n                            {%- if not loop.last %} or {% endif -%}\n                        {%- endfor -%}\n                    )\n                ),\n                tables as ({{ _bigquery__get_tables_sql() }}),\n                table_stats as ({{ _bigquery__get_table_stats_sql() }}),\n\n                columns as ({{ _bigquery__get_columns_sql(information_schema) }}),\n                column_stats as ({{ _bigquery__get_column_stats_sql() }})\n\n            {{ _bigquery__get_extended_catalog_sql() }}\n        {%- endset -%}\n\n    {%- endif -%}\n\n    {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery._bigquery__get_table_shards_sql", "macro.dbt_bigquery._bigquery__get_tables_sql", "macro.dbt_bigquery._bigquery__get_table_stats_sql", "macro.dbt_bigquery._bigquery__get_columns_sql", "macro.dbt_bigquery._bigquery__get_column_stats_sql", "macro.dbt_bigquery._bigquery__get_extended_catalog_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.856562, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n    except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.856671, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n        datetime_add(\n            cast( {{ from_date_or_timestamp }} as datetime),\n        interval {{ interval }} {{ datepart }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.856889, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n  current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.857057, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n    {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n    {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8572311, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n  current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.85731, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n    intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.857409, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.857654, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n  {% set data_type = column.data_type %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.858482, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {% for col in columns.values() %}\n      {%- if col['data_type'] is not defined -%}\n        {{ col_err.append(col['name']) }}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- endif -%}\n\n    {%- set columns = adapter.nest_column_data_types(columns) -%}\n    {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8590488, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.859214, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n  {#- loop through nested user_provided_columns to get column names -#}\n    {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.859684, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n    case when {{ length_expression }} = 0\n        then ''\n    else\n        substr(\n            {{ string_text }},\n            -1 * ({{ length_expression }})\n        )\n    end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.859914, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    string_agg(\n        {{ measure }},\n        {{ delimiter_text }}\n        {% if order_by_clause -%}\n        {{ order_by_clause }}\n        {%- endif %}\n        {% if limit_num -%}\n        limit {{ limit_num }}\n        {%- endif %}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8603032, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n  {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n    {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n  {% else %}\n\n    datetime_diff(\n        cast({{second_date}} as datetime),\n        cast({{first_date}} as datetime),\n        {{datepart}}\n    )\n\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.860863, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n{%- if type.lower().startswith('array') and field is iterable and (field is not string and field is not mapping) and field | length > 0 -%}\n    {#-- Extract nested type from 'array<nested_type>' --#}\n    {% set nested_type = type.lower()[6:-1] %}\n    {#-- BigQuery does not support direct casts to arrays. instead, each element must be cast individually + reaggregated into an array --#}\n    {%- if cast_from_string_unsupported_for(nested_type)  %}\n        (select array_agg(safe_cast(i as {{ nested_type }})) from unnest([\n            {%- for nested_field in field %}\n                {{ nested_field.strip('\"').strip(\"'\") }}{{ ',' if not loop.last }}\n            {%- endfor %}\n        ]) i)\n    {%- else -%}\n        (select array_agg(safe_cast(i as {{nested_type}})) from unnest({{field}}) i)\n    {%- endif -%}\n\n{%- elif type.lower() == 'json' and field is mapping -%}\n    safe_cast(json {{ dbt.string_literal(tojson(field)) }} as json)\n{%- elif cast_from_string_unsupported_for(type) and field is string -%}\n    safe_cast({{field.strip('\"').strip(\"'\")}} as {{type}})\n{%- else -%}\n    safe_cast({{field}} as {{type}})\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.cast_from_string_unsupported_for", "macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.862387, "supported_languages": null}, "macro.dbt_bigquery.cast_from_string_unsupported_for": {"name": "cast_from_string_unsupported_for", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.cast_from_string_unsupported_for", "macro_sql": "{% macro cast_from_string_unsupported_for(type) %}\n    {{ return(type.lower().startswith('struct') or type.lower() == 'geography') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.862611, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n    to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.862777, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n    strpos(\n        {{ string_text }},\n        {{ substring_text }}\n\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.862954, "supported_languages": null}, "macro.dbt_bigquery.bigquery__string_literal": {"name": "bigquery__string_literal", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/string_literal.sql", "original_file_path": "macros/utils/string_literal.sql", "unique_id": "macro.dbt_bigquery.bigquery__string_literal", "macro_sql": "{%- macro bigquery__string_literal(value) -%}\n    '''{{ value }}'''\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.863086, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n    array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8632472, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n    logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8633778, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n  {% if part_number >= 0 %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset({{ part_number - 1 }})]\n  {% else %}\n    split(\n        {{ string_text }},\n        {{ delimiter_text }}\n        )[safe_offset(\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 1 + {{ part_number }}\n        )]\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8639731, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n    timestamp_trunc(\n        cast({{date}} as timestamp),\n        {{datepart}}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.864148, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    [ {{ inputs|join(' , ') }} ]\n    {% else %}\n    ARRAY<{{data_type}}>[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.864449, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n    {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.864652, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n    {% set location = adapter.get_dataset_location(relation) %}\n    {% set relation = relation.incorporate(location=location) %}\n\n    select privilege_type, grantee\n    from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n    where object_schema = \"{{ relation.dataset }}\"\n      and object_name = \"{{ relation.identifier }}\"\n      -- filter out current user\n      and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.86534, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n    grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.865602, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n    revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8658361, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_subquery_sql": {"name": "bigquery__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_subquery_sql", "macro_sql": "{% macro bigquery__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false and current_timestamp() = current_timestamp()\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8661172, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n    {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8663511, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n  {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction)  %}\n    {% if not inside_transaction and loop.first %}\n      {% call statement(auto_begin=inside_transaction) %}\n        commit;\n      {% endcall %}\n    {% endif %}\n    {% set rendered = render(hook.get('sql')) | trim %}\n    {% if (rendered | length) > 0 %}\n      {% call statement(auto_begin=inside_transaction) %}\n        {{ rendered }}\n      {% endcall %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.867415, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n    {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8676102, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.86775, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n    {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.867887, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n    {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.868028, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n  {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8684, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n  {% set config_full_refresh = config.get('full_refresh') %}\n  {% if config_full_refresh is none %}\n    {% set config_full_refresh = flags.FULL_REFRESH %}\n  {% endif %}\n  {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.868694, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n  {% set config_store_failures = config.get('store_failures') %}\n  {% if config_store_failures is none %}\n    {% set config_store_failures = flags.STORE_FAILURES %}\n  {% endif %}\n  {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8689878, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n  {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.869688, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n    {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n    {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n    merge into {{ target.render() }} as DBT_INTERNAL_DEST\n    using {{ source }} as DBT_INTERNAL_SOURCE\n    on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n    when matched\n     {% if config.get(\"dbt_valid_to_current\") %}\n       and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n            DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n     {% else %}\n       and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n     {% endif %}\n     and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n        then update\n        set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n    when not matched\n     and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n        then insert ({{ insert_cols_csv }})\n        values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.870362, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n  {% if '.' in name %}\n    {% set package_name, name = name.split(\".\", 1) %}\n  {% else %}\n    {% set package_name = none %}\n  {% endif %}\n\n  {% if package_name is none %}\n    {% set package_context = context %}\n  {% elif package_name in context %}\n    {% set package_context = context[package_name] %}\n  {% else %}\n    {% set error_msg %}\n        Could not find package '{{package_name}}', called with '{{original_name}}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n\n  {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n  {% if search_name not in package_context %}\n    {% set error_msg %}\n        The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n    {% endset %}\n    {{ exceptions.raise_compiler_error(error_msg | trim) }}\n  {% endif %}\n  {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.873636, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n  {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8739562, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n    md5({%- for arg in args -%}\n        coalesce(cast({{ arg }} as varchar ), '')\n        {% if not loop.last %} || '|' || {% endif %}\n    {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.87417, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set primary_key = config.get('unique_key') %}\n    {% set updated_at = config.get('updated_at') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n    {#/*\n        The snapshot relation might not have an {{ updated_at }} value if the\n        snapshot strategy is changed from `check` to `timestamp`. We\n        should use a dbt-created column for the comparison in the snapshot\n        table instead of assuming that the user-supplied {{ updated_at }}\n        will be present in the historical data.\n\n        See https://github.com/dbt-labs/dbt-core/issues/2350\n    */ #}\n    {% set row_changed_expr -%}\n        ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.875056, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n    {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.875221, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n    {% do exceptions.raise_not_implemented(\n        'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.875388, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n    {%- if not target_exists -%}\n        {#-- no table yet -> return whatever the query does --#}\n        {{ return((false, query_columns)) }}\n    {%- endif -%}\n\n    {#-- handle any schema changes --#}\n    {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n    {% if check_cols_config == 'all' %}\n        {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n    {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n        {#-- query for proper casing/quoting, to support comparison below --#}\n        {%- set select_check_cols_from_target -%}\n            {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n            {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n            select {{ check_cols_config | join(', ') }} from (\n                {{ node['compiled_code'] }}\n            ) subq\n        {%- endset -%}\n        {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n    {% else %}\n        {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n    {% endif %}\n\n    {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n    {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {%- set ns.column_added = false -%}\n\n    {%- set intersection = [] -%}\n    {%- for col in query_columns -%}\n        {%- if col in existing_cols -%}\n            {%- do intersection.append(adapter.quote(col)) -%}\n        {%- else -%}\n            {% set ns.column_added = true %}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.876736, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n    {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n    {% set check_cols_config = config.get('check_cols') %}\n    {% set primary_key = config.get('unique_key') %}\n    {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n    {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n    {% set column_added = false %}\n\n    {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n    {%- set row_changed_expr -%}\n    (\n    {%- if column_added -%}\n        {{ get_true_sql() }}\n    {%- else -%}\n    {%- for col in check_cols -%}\n        {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n        or\n        (\n            (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n            or\n            ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n        )\n        {%- if not loop.last %} or {% endif -%}\n    {%- endfor -%}\n    {%- endif -%}\n    )\n    {%- endset %}\n\n    {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n    {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n    {% do return({\n        \"unique_key\": primary_key,\n        \"updated_at\": updated_at,\n        \"row_changed\": row_changed_expr,\n        \"scd_id\": scd_id_expr,\n        \"invalidate_hard_deletes\": invalidate_hard_deletes\n    }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8781178, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n  {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.885667, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n  {% for column in columns %}\n    {% call statement() %}\n      alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n    {% endcall %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.885955, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n  {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.886119, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n    {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8862069, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n  {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.886347, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n    {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8864589, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n  {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.88666, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n    {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.886888, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    with snapshot_query as (\n\n        {{ source_sql }}\n\n    ),\n\n    snapshotted_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from {{ target_relation }}\n        where\n            {% if config.get('dbt_valid_to_current') %}\n               {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n               ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n            {% else %}\n                {{ columns.dbt_valid_to }} is null\n            {% endif %}\n\n    ),\n\n    insertions_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ get_dbt_valid_to_current(strategy, columns) }},\n            {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n        from snapshot_query\n    ),\n\n    updates_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }},\n            {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n            {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n        from snapshot_query\n    ),\n\n    {%- if strategy.invalidate_hard_deletes %}\n\n    deletes_source_data as (\n\n        select *, {{ unique_key_fields(strategy.unique_key) }}\n        from snapshot_query\n    ),\n    {% endif %}\n\n    insertions as (\n\n        select\n            'insert' as dbt_change_type,\n            source_data.*\n\n        from insertions_source_data as source_data\n        left outer join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n            or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n        )\n\n    ),\n\n    updates as (\n\n        select\n            'update' as dbt_change_type,\n            source_data.*,\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from updates_source_data as source_data\n        join snapshotted_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n        where (\n            {{ strategy.row_changed }}\n        )\n    )\n\n    {%- if strategy.invalidate_hard_deletes -%}\n    ,\n\n    deletes as (\n\n        select\n            'delete' as dbt_change_type,\n            source_data.*,\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n            {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n            snapshotted_data.{{ columns.dbt_scd_id }}\n\n        from snapshotted_data\n        left join deletes_source_data as source_data\n            on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n            where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n    )\n    {%- endif %}\n\n    select * from insertions\n    union all\n    select * from updates\n    {%- if strategy.invalidate_hard_deletes %}\n    union all\n    select * from deletes\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8887901, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n  {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.888986, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n    {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n    select *,\n        {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n        {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n        {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n        {{ get_dbt_valid_to_current(strategy, columns) }}\n    from (\n        {{ sql }}\n    ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8893938, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n    {% set temp_relation = make_temp_relation(target_relation) %}\n\n    {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n    {% call statement('build_snapshot_staging_relation') %}\n        {{ create_table_as(True, temp_relation, select) }}\n    {% endcall %}\n\n    {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.889806, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n    {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n    {% set dbt_updated_at_data_type = null %}\n    {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n    {% set ns.dbt_updated_at_data_type = null -%}\n    {% for column in snapshot_sql_column_schema %}\n    {%   if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n    {%     set ns.dbt_updated_at_data_type = column.dtype %}\n    {%   endif %}\n    {% endfor %}\n    {{ return(ns.dbt_updated_at_data_type or none)  }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.890378, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n  {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n  {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n  {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n  {%   if exceptions.warn_snapshot_timestamp_data_types %}\n  {{     exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n  {%   endif %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8907928, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n  {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n  coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n  as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.8910651, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ key }} as dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} , {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ unique_key }} as dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.891393, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n    {% if unique_key | is_list %}\n        {% for key in unique_key %}\n            {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n            {%- if not loop.last %} and {%- endif %}\n        {% endfor %}\n    {% else %}\n        {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.891802, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.892003, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n    {% if unique_key | is_list %}\n        {{ identifier }}.dbt_unique_key_1 is not null\n    {% else %}\n        {{ identifier }}.dbt_unique_key is not null\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.892205, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n  {%- set target_table = model.get('alias', model.get('name')) -%}\n\n  {%- set strategy_name = config.get('strategy') -%}\n  {%- set unique_key = config.get('unique_key') %}\n  -- grab current tables grants config for comparision later on\n  {%- set grant_config = config.get('grants') -%}\n\n  {% set target_relation_exists, target_relation = get_or_create_relation(\n          database=model.database,\n          schema=model.schema,\n          identifier=target_table,\n          type='table') -%}\n\n  {%- if not target_relation.is_table -%}\n    {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n  {%- endif -%}\n\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set strategy_macro = strategy_dispatch(strategy_name) %}\n  {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n  {# It was a dictionary of config, instead of the config object from the context #}\n  {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n  {% if not target_relation_exists %}\n\n      {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n      {% set build_or_select_sql = build_sql %}\n      {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n  {% else %}\n\n      {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n      {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n      {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n      {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n      -- this may no-op if the database does not require column expansion\n      {% do adapter.expand_target_column_types(from_relation=staging_table,\n                                               to_relation=target_relation) %}\n\n      {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n      {% if unique_key | is_list %}\n          {% for key in strategy.unique_key %}\n              {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n              {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n          {% endfor %}\n      {% endif %}\n\n      {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% do create_columns(target_relation, missing_columns) %}\n\n      {% set source_columns = adapter.get_columns_in_relation(staging_table)\n                                   | rejectattr('name', 'in', remove_columns)\n                                   | list %}\n\n      {% set quoted_source_columns = [] %}\n      {% for column in source_columns %}\n        {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n      {% endfor %}\n\n      {% set final_sql = snapshot_merge_sql(\n            target = target_relation,\n            source = staging_table,\n            insert_cols = quoted_source_columns\n         )\n      %}\n\n  {% endif %}\n\n\n  {{ check_time_data_types(build_or_select_sql) }}\n\n  {% call statement('main') %}\n      {{ final_sql }}\n  {% endcall %}\n\n  {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if not target_relation_exists %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {% if staging_table is defined %}\n      {% do post_snapshot(staging_table) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.897886, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n  {% set relations = [] %}\n\n  {% if should_store_failures() %}\n\n    {% set identifier = model['alias'] %}\n    {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n    {% set store_failures_as = config.get('store_failures_as') %}\n    -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n    -- config.get('store_failures_as', 'table') returns None, not 'table'\n    {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n    {% if store_failures_as not in ['table', 'view'] %}\n        {{ exceptions.raise_compiler_error(\n            \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n            \"Accepted values are: ['ephemeral', 'table', 'view']\"\n        ) }}\n    {% endif %}\n\n    {% set target_relation = api.Relation.create(\n        identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n    {% if old_relation %}\n        {% do adapter.drop_relation(old_relation) %}\n    {% endif %}\n\n    {% call statement(auto_begin=True) %}\n        {{ get_create_sql(target_relation, sql) }}\n    {% endcall %}\n\n    {% do relations.append(target_relation) %}\n\n    {% set main_sql %}\n        select *\n        from {{ target_relation }}\n    {% endset %}\n\n    {{ adapter.commit() }}\n\n  {% else %}\n\n      {% set main_sql = sql %}\n\n  {% endif %}\n\n  {% set limit = config.get('limit') %}\n  {% set fail_calc = config.get('fail_calc') %}\n  {% set warn_if = config.get('warn_if') %}\n  {% set error_if = config.get('error_if') %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n  {%- endcall %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.900553, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n  {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.901661, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n    select\n      {{ fail_calc }} as failures,\n      {{ fail_calc }} {{ warn_if }} as should_warn,\n      {{ fail_calc }} {{ error_if }} as should_error\n    from (\n      {{ main_sql }}\n      {{ \"limit \" ~ limit if limit != none }}\n    ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.901958, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n  {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.902163, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ main_sql }}\n  ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n  select\n    {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n  from (\n    {{ expected_fixture_sql }}\n  ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9027488, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n    {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.903121, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n    {% set where = config.get('where', '') %}\n    {% if where %}\n        {%- set filtered -%}\n            (select * from {{ relation }} where {{ where }}) dbt_subquery\n        {%- endset -%}\n        {% do return(filtered) %}\n    {%- else -%}\n        {% do return(relation) %}\n    {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.903489, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n  {% set relations = [] %}\n\n  {% set expected_rows = config.get('expected_rows') %}\n  {% set expected_sql = config.get('expected_sql') %}\n  {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n  {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n  {%- set column_name_to_data_types = {} -%}\n  {%- for column in columns_in_relation -%}\n  {%-   do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n  {%- endfor -%}\n\n  {% if not expected_sql %}\n  {%   set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n  {% endif %}\n  {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n  {% call statement('main', fetch_result=True) -%}\n\n    {{ unit_test_sql }}\n\n  {%- endcall %}\n\n  {% do adapter.drop_relation(temp_relation) %}\n\n  {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.905201, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n    {% set existing_relation = load_cached_relation(this) %}\n    {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n    {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n    {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n    {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n    {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n        {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n        {% if build_sql == '' %}\n            {{ materialized_view_execute_no_op(target_relation) }}\n        {% else %}\n            {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n        {% endif %}\n\n    {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n    {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.910178, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n    -- backup_relation and intermediate_relation should not already exist in the database\n    -- it's possible these exist because of a previous run that exited unexpectedly\n    {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n    {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n    -- drop the temp relations if they exist already in the database\n    {{ drop_relation_if_exists(preexisting_backup_relation) }}\n    {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n    {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9105558, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n    -- drop the temp relations if they exist to leave the database clean for the next run\n    {{ drop_relation_if_exists(backup_relation) }}\n    {{ drop_relation_if_exists(intermediate_relation) }}\n\n    {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9108, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n    {% set full_refresh_mode = should_full_refresh() %}\n\n    -- determine the scenario we're in: create, full_refresh, alter, refresh data\n    {% if existing_relation is none %}\n        {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n    {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n        {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n    {% else %}\n\n        -- get config options\n        {% set on_configuration_change = config.get('on_configuration_change') %}\n        {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n        {% if configuration_changes is none %}\n            {% set build_sql = refresh_materialized_view(target_relation) %}\n\n        {% elif on_configuration_change == 'apply' %}\n            {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n        {% elif on_configuration_change == 'continue' %}\n            {% set build_sql = '' %}\n            {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n        {% elif on_configuration_change == 'fail' %}\n            {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n        {% else %}\n            -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n            {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n        {% endif %}\n\n    {% endif %}\n\n    {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.912116, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n    {% do store_raw_result(\n        name=\"main\",\n        message=\"skip \" ~ target_relation,\n        code=\"skip\",\n        rows_affected=\"-1\"\n    ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.912342, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n    -- `BEGIN` happens here:\n    {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n    {% set grant_config = config.get('grants') %}\n\n    {% call statement(name=\"main\") %}\n        {{ build_sql }}\n    {% endcall %}\n\n    {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n    {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n    {% do persist_docs(target_relation, model) %}\n\n    {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n    {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.912977, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='view') -%}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n     This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n     a previous run, and we're going to try to drop it immediately. At the end of this\n     materialization, we're going to rename the \"existing_relation\" to this identifier,\n     and then we're going to drop it. In order to make sure we run the correct one of:\n       - drop view ...\n       - drop table ...\n\n     We need to set the type of this relation to be the type of the existing_relation, if it exists,\n     or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n     exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n     this relation will be effectively unused.\n  */\n  {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  -- move the existing view out of the way\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {{ adapter.commit() }}\n\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.91576, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') %}\n  {%- set intermediate_relation =  make_intermediate_relation(target_relation) -%}\n  -- the intermediate_relation should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n  /*\n      See ../view/view.sql for more information about this relation.\n  */\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n  -- as above, the backup_relation should not already exist\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n  -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n\n  -- drop the temp relations if they exist already in the database\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n  {%- endcall %}\n\n  -- cleanup\n  {% if existing_relation is not none %}\n     /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n        since the variable was first set. */\n    {% set existing_relation = load_cached_relation(existing_relation) %}\n    {% if existing_relation is not none %}\n        {{ adapter.rename_relation(existing_relation, backup_relation) }}\n    {% endif %}\n  {% endif %}\n\n  {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n  {% do create_indexes(target_relation) %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  -- finally, drop the existing/backup relation after the commit\n  {{ drop_relation_if_exists(backup_relation) }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9185421, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote(col)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.920149, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% set source_names = source_columns | map(attribute = 'column') | list %}\n  {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n   {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n   {% for sc in source_columns %}\n     {% if sc.name not in target_names %}\n        {{ result.append(sc) }}\n     {% endif %}\n   {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9206688, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n  {% set result = [] %}\n  {% for sc in source_columns %}\n    {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n    {% if tc %}\n      {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n        {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n\n  {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9213061, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.921539, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n  {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n  {%- if merge_update_columns and merge_exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\n        'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n    )}}\n  {%- elif merge_update_columns -%}\n    {%- set update_columns = merge_update_columns -%}\n  {%- elif merge_exclude_columns -%}\n    {%- set update_columns = [] -%}\n    {%- for column in dest_columns -%}\n      {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n        {%- do update_columns.append(column.quoted) -%}\n      {% endif %}\n    {%- endfor -%}\n  {%- else -%}\n    {%- set update_columns = default_cols -%}\n  {%- endif -%}\n\n  {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.922223, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n   -- back compat for old kwarg name\n  {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n  {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.929014, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n    {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set merge_update_columns = config.get('merge_update_columns') -%}\n    {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n    {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n            {% for key in unique_key %}\n                {% set this_key_match %}\n                    DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n                {% endset %}\n                {% do predicates.append(this_key_match) %}\n            {% endfor %}\n        {% else %}\n            {% set unique_key_match %}\n                DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n            {% endset %}\n            {% do predicates.append(unique_key_match) %}\n        {% endif %}\n    {% else %}\n        {% do predicates.append('FALSE') %}\n    {% endif %}\n\n    {{ sql_header if sql_header is not none }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n    {% if unique_key %}\n    when matched then update set\n        {% for column_name in update_columns -%}\n            {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n            {%- if not loop.last %}, {%- endif %}\n        {%- endfor %}\n    {% endif %}\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9305952, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n  {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9308522, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    {% if unique_key %}\n        {% if unique_key is sequence and unique_key is not string %}\n            delete from {{target }}\n            using {{ source }}\n            where (\n                {% for key in unique_key %}\n                    {{ source }}.{{ key }} = {{ target }}.{{ key }}\n                    {{ \"and \" if not loop.last}}\n                {% endfor %}\n                {% if incremental_predicates %}\n                    {% for predicate in incremental_predicates %}\n                        and {{ predicate }}\n                    {% endfor %}\n                {% endif %}\n            );\n        {% else %}\n            delete from {{ target }}\n            where (\n                {{ unique_key }}) in (\n                select ({{ unique_key }})\n                from {{ source }}\n            )\n            {%- if incremental_predicates %}\n                {% for predicate in incremental_predicates %}\n                    and {{ predicate }}\n                {% endfor %}\n            {%- endif -%};\n\n        {% endif %}\n    {% endif %}\n\n    insert into {{ target }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ source }}\n    )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9318101, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n  {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.932072, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n    {#-- The only time include_sql_header is True: --#}\n    {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n    {#-- We should consider including the sql header at the materialization level instead --#}\n\n    {%- set predicates = [] if predicates is none else [] + predicates -%}\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n    {%- set sql_header = config.get('sql_header', none) -%}\n\n    {{ sql_header if sql_header is not none and include_sql_header }}\n\n    merge into {{ target }} as DBT_INTERNAL_DEST\n        using {{ source }} as DBT_INTERNAL_SOURCE\n        on FALSE\n\n    when not matched by source\n        {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n        then delete\n\n    when not matched then insert\n        ({{ dest_cols_csv }})\n    values\n        ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9327009, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n    {#-- do not run introspective queries in parsing #}\n    {% if not execute %}\n        {{ return(False) }}\n    {% else %}\n        {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n        {{ return(relation is not none\n                  and relation.type == 'table'\n                  and model.config.materialized == 'incremental'\n                  and not should_full_refresh()) }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.933307, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9343958, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n  {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.934623, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.934803, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n  {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.935093, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.935276, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n  {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.93556, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.935744, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n  {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.936001, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.936181, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n  {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9363232, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.936501, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n  {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9366558, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n    {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n    insert into {{ target_relation }} ({{ dest_cols_csv }})\n    (\n        select {{ dest_cols_csv }}\n        from {{ temp_relation }}\n    )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.936928, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n  -- relations\n  {%- set existing_relation = load_cached_relation(this) -%}\n  {%- set target_relation = this.incorporate(type='table') -%}\n  {%- set temp_relation = make_temp_relation(target_relation)-%}\n  {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n  {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n  {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n  -- configs\n  {%- set unique_key = config.get('unique_key') -%}\n  {%- set full_refresh_mode = (should_full_refresh()  or existing_relation.is_view) -%}\n  {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n  -- the temp_ and backup_ relations should not already exist in the database; get_relation\n  -- will return None in that case. Otherwise, we get a relation that we can drop\n  -- later, before we try to use this name for the current operation. This has to happen before\n  -- BEGIN, in a separate transaction\n  {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n  {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n   -- grab current tables grants config for comparision later on\n  {% set grant_config = config.get('grants') %}\n  {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n  {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  {% set to_drop = [] %}\n\n  {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n  {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n  {% if existing_relation is none %}\n      {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n  {% elif full_refresh_mode %}\n      {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n      {% set need_swap = true %}\n  {% else %}\n    {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n    {% set contract_config = config.get('contract') %}\n    {% if not contract_config or not contract_config.enforced %}\n      {% do adapter.expand_target_column_types(\n               from_relation=temp_relation,\n               to_relation=target_relation) %}\n    {% endif %}\n    {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n    {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n    {% if not dest_columns %}\n      {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n    {% endif %}\n\n    {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n    {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n    {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n    {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n  {% endif %}\n\n  {% call statement(\"main\") %}\n      {{ build_sql }}\n  {% endcall %}\n\n  {% if need_swap %}\n      {% do adapter.rename_relation(target_relation, backup_relation) %}\n      {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n      {% do to_drop.append(backup_relation) %}\n  {% endif %}\n\n  {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {% do adapter.commit() %}\n\n  {% for rel in to_drop %}\n      {% do adapter.drop_relation(rel) %}\n  {% endfor %}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.942049, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n   {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n     {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n     {% do log(log_message) %}\n\n     {{ return(default) }}\n\n   {% else %}\n\n     {{ return(on_schema_change) }}\n\n   {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.947775, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n  {% set schema_changed = False %}\n\n  {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n  {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n  {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n  {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n  {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n  {% if source_not_in_target != [] %}\n    {% set schema_changed = True %}\n  {% elif target_not_in_source != [] or new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% elif new_target_types != [] %}\n    {% set schema_changed = True %}\n  {% endif %}\n\n  {% set changes_dict = {\n    'schema_changed': schema_changed,\n    'source_not_in_target': source_not_in_target,\n    'target_not_in_source': target_not_in_source,\n    'source_columns': source_columns,\n    'target_columns': target_columns,\n    'new_target_types': new_target_types\n  } %}\n\n  {% set msg %}\n    In {{ target_relation }}:\n        Schema changed: {{ schema_changed }}\n        Source columns not in target: {{ source_not_in_target }}\n        Target columns not in source: {{ target_not_in_source }}\n        New column types: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(msg) %}\n\n  {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9489348, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n  {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n  {%- if on_schema_change == 'append_new_columns'-%}\n     {%- if add_to_target_arr | length > 0 -%}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n     {%- endif -%}\n\n  {% elif on_schema_change == 'sync_all_columns' %}\n     {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n     {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n     {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n       {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n     {% endif %}\n\n     {% if new_target_types != [] %}\n       {% for ntt in new_target_types %}\n         {% set column_name = ntt['column_name'] %}\n         {% set new_type = ntt['new_type'] %}\n         {% do alter_column_type(target_relation, column_name, new_type) %}\n       {% endfor %}\n     {% endif %}\n\n  {% endif %}\n\n  {% set schema_change_message %}\n    In {{ target_relation }}:\n        Schema change approach: {{ on_schema_change }}\n        Columns added: {{ add_to_target_arr }}\n        Columns removed: {{ remove_from_target_arr }}\n        Data types changed: {{ new_target_types }}\n  {% endset %}\n\n  {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.950073, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n    {% if on_schema_change == 'ignore' %}\n\n     {{ return({}) }}\n\n    {% else %}\n\n      {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n      {% if schema_changes_dict['schema_changed'] %}\n\n        {% if on_schema_change == 'fail' %}\n\n          {% set fail_msg %}\n              The source and target schemas on this incremental model are out of sync!\n              They can be reconciled in several ways:\n                - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n                - Re-run the incremental model with `full_refresh: True` to update the target schema.\n                - update the schema manually and re-run the process.\n\n              Additional troubleshooting context:\n                 Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n                 Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n                 New column types: {{ schema_changes_dict['new_target_types'] }}\n          {% endset %}\n\n          {% do exceptions.raise_compiler_error(fail_msg) %}\n\n        {# -- unless we ignore, run the sync operation per the config #}\n        {% else %}\n\n          {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n        {% endif %}\n\n      {% endif %}\n\n      {{ return(schema_changes_dict['source_columns']) }}\n\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.950892, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n    {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.951123, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n    {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.951238, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n    {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.951522, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n    create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9516869, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n  {%- set relations = {'relations': []} -%}\n\n  {%- if not defer_relation -%}\n      -- nothing to do\n      {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set existing_relation = load_cached_relation(this) -%}\n\n  {%- if existing_relation and not flags.FULL_REFRESH -%}\n      -- noop!\n      {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n      {{ return(relations) }}\n  {%- endif -%}\n\n  {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n  -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n  -- Otherwise, this will be a view\n\n  {% set can_clone_table = can_clone_table() %}\n\n  {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n      {%- set target_relation = this.incorporate(type='table') -%}\n      {% if existing_relation is not none and not existing_relation.is_table %}\n        {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n        {{ drop_relation_if_exists(existing_relation) }}\n      {% endif %}\n\n      -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n      {% call statement('main') %}\n          {% if target_relation and defer_relation and target_relation == defer_relation %}\n              {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n          {% else %}\n              {{ create_or_replace_clone(target_relation, defer_relation) }}\n          {% endif %}\n\n      {% endcall %}\n\n      {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n      {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n      {% do persist_docs(target_relation, model) %}\n\n      {{ return({'relations': [target_relation]}) }}\n\n  {%- else -%}\n\n      {%- set target_relation = this.incorporate(type='view') -%}\n\n      -- reuse the view materialization\n      -- TODO: support actual dispatch for materialization macros\n      -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n      {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n      {% if not search_name in context %}\n          {% set search_name = \"materialization_view_default\" %}\n      {% endif %}\n      {% set materialization_macro = context[search_name] %}\n      {% set relations = materialization_macro() %}\n      {{ return(relations) }}\n\n  {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.955303, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n  {%- set identifier = model['alias'] -%}\n  {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n  {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set grant_config = config.get('grants') -%}\n  {%- set agate_table = load_agate_table() -%}\n  -- grab current tables grants config for comparison later on\n\n  {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n  {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n  -- `BEGIN` happens here:\n  {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n  -- build model\n  {% set create_table_sql = \"\" %}\n  {% if exists_as_view %}\n    {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n  {% elif exists_as_table %}\n    {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n  {% else %}\n    {% set create_table_sql = create_csv_table(model, agate_table) %}\n  {% endif %}\n\n  {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n  {% set rows_affected = (agate_table.rows | length) %}\n  {% set sql = load_csv_rows(model, agate_table) %}\n\n  {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n    {{ get_csv_sql(create_table_sql, sql) }};\n  {% endcall %}\n\n  {% set target_relation = this.incorporate(type='table') %}\n\n  {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {% do persist_docs(target_relation, model) %}\n\n  {% if full_refresh_mode or not exists_as_table %}\n    {% do create_indexes(target_relation) %}\n  {% endif %}\n\n  {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n  -- `COMMIT` happens here\n  {{ adapter.commit() }}\n\n  {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.958463, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n  {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.963756, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n  {%- set column_override = model['config'].get('column_types', {}) -%}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n  {% set sql %}\n    create table {{ this.render() }} (\n        {%- for col_name in agate_table.column_names -%}\n            {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n            {%- set type = column_override.get(col_name, inferred_type) -%}\n            {%- set column_name = (col_name | string) -%}\n            {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n        {%- endfor -%}\n    )\n  {% endset %}\n\n  {% call statement('_') -%}\n    {{ sql }}\n  {%- endcall %}\n\n  {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9646158, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n  {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9648461, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n    {% set sql = \"\" %}\n    {% if full_refresh %}\n        {{ adapter.drop_relation(old_relation) }}\n        {% set sql = create_csv_table(model, agate_table) %}\n    {% else %}\n        {{ adapter.truncate_relation(old_relation) }}\n        {% set sql = \"truncate table \" ~ old_relation.render() %}\n    {% endif %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.965315, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.965502, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n    {{ create_or_truncate_sql }};\n    -- dbt seed --\n    {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.965631, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n  {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.965766, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n  {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.965879, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n  {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.966035, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n  {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9661481, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n  {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n    {% set quoted = [] %}\n    {% for col in column_names -%}\n        {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n    {%- endfor %}\n\n    {%- set dest_cols_csv = quoted | join(', ') -%}\n    {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.966599, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n  {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.966779, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n  {% set batch_size = get_batch_size() %}\n\n  {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n  {% set bindings = [] %}\n\n  {% set statements = [] %}\n\n  {% for chunk in agate_table.rows | batch(batch_size) %}\n      {% set bindings = [] %}\n\n      {% for row in chunk %}\n          {% do bindings.extend(row) %}\n      {% endfor %}\n\n      {% set sql %}\n          insert into {{ this.render() }} ({{ cols_sql }}) values\n          {% for row in chunk -%}\n              ({%- for column in agate_table.column_names -%}\n                  {{ get_binding_char() }}\n                  {%- if not loop.last%},{%- endif %}\n              {%- endfor -%})\n              {%- if not loop.last%},{%- endif %}\n          {%- endfor %}\n      {% endset %}\n\n      {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n      {% if loop.index0 == 0 %}\n          {% do statements.append(sql) %}\n      {% endif %}\n  {% endfor %}\n\n  {# Return SQL so we can render it out into the compiled files #}\n  {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.967977, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.968389, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n    {%- if custom_alias_name -%}\n\n        {{ custom_alias_name | trim }}\n\n    {%- elif node.version -%}\n\n        {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n    {%- else -%}\n\n        {{ node.name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.968755, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n    {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.969267, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if custom_schema_name is none -%}\n\n        {{ default_schema }}\n\n    {%- else -%}\n\n        {{ default_schema }}_{{ custom_schema_name | trim }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.969523, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n    {%- set default_schema = target.schema -%}\n    {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n        {{ custom_schema_name | trim }}\n\n    {%- else -%}\n\n        {{ default_schema }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9697978, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n    {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.970189, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n    {%- set default_database = target.database -%}\n    {%- if custom_database_name is none -%}\n\n        {{ default_database }}\n\n    {%- else -%}\n\n        {{ custom_database_name }}\n\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.970433, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n    {{- log('Applying DROP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.971156, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n    {%- if relation.is_view -%}\n        {{ drop_view(relation) }}\n\n    {%- elif relation.is_table -%}\n        {{ drop_table(relation) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ drop_materialized_view(relation) }}\n\n    {%- else -%}\n        drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.971528, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n    {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.971704, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n    {% call statement('drop_relation', auto_begin=False) -%}\n        {{ get_drop_sql(relation) }}\n    {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9719, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n  {% if relation is not none %}\n    {{ adapter.drop_relation(relation) }}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.972081, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n    {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n    {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.972828, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n    {# /* use a create or replace statement if possible */ #}\n\n    {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n    {% if is_replaceable and existing_relation.is_view %}\n        {{ get_replace_view_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_table %}\n        {{ get_replace_table_sql(target_relation, sql) }}\n\n    {% elif is_replaceable and existing_relation.is_materialized_view %}\n        {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n    {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n    {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n    {%- elif target_relation.can_be_renamed -%}\n        {{ get_create_intermediate_sql(target_relation, sql) }};\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_rename_intermediate_sql(target_relation) }}\n\n    {# /* create target_relation in place by first backing up the existing relation */ #}\n    {%- elif existing_relation.can_be_renamed -%}\n        {{ get_create_backup_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }};\n        {{ get_drop_backup_sql(existing_relation) }}\n\n    {# /* no renaming is allowed, so just drop and create */ #}\n    {%- else -%}\n        {{ get_drop_sql(existing_relation) }};\n        {{ get_create_sql(target_relation, sql) }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.974039, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n    {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.974404, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    -- drop any pre-existing intermediate\n    {{ get_drop_sql(intermediate_relation) }};\n\n    {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.974643, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n    {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.974905, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n  {% set schema_relation = api.Relation.create(schema=schema_name) %}\n  {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9751081, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n    {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.975414, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.975611, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n    {{- log('Applying RENAME to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.976314, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_rename_view_sql(relation, new_name) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_rename_table_sql(relation, new_name) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9767308, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n  {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.976933, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n  {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n  {% call statement('rename_relation') -%}\n    alter table {{ from_relation.render() }} rename to {{ target_name }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9772182, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n    {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9775538, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n    -- get the standard backup name\n    {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n    -- drop any pre-existing backup\n    {{ get_drop_sql(backup_relation) }};\n\n    {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.977814, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n    {{- log('Applying CREATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.978272, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n    {%- if relation.is_view -%}\n        {{ get_create_view_as_sql(relation, sql) }}\n\n    {%- elif relation.is_table -%}\n        {{ get_create_table_as_sql(False, relation, sql) }}\n\n    {%- elif relation.is_materialized_view -%}\n        {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n    {%- else -%}\n        {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n    {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.978706, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n    {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.97902, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n    -- get the standard intermediate name\n    {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n    {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.979228, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n    {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.979466, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n    drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9795918, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.979855, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.980057, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n    {{- log('Applying REFRESH to: ' ~ relation) -}}\n    {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.980358, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n    {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9804869, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.980753, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9808939, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{- log('Applying ALTER to: ' ~ relation) -}}\n    {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n        relation,\n        configuration_changes,\n        sql,\n        existing_relation,\n        backup_relation,\n        intermediate_relation\n    ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.981482, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n    relation,\n    configuration_changes,\n    sql,\n    existing_relation,\n    backup_relation,\n    intermediate_relation\n) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.98166, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    /* {#\n    It's recommended that configuration changes be formatted as follows:\n    {\"<change_category>\": [{\"action\": \"<name>\", \"context\": ...}]}\n\n    For example:\n    {\n        \"indexes\": [\n            {\"action\": \"drop\", \"context\": \"index_abc\"},\n            {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n        ],\n    }\n\n    Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n    #} */\n    {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n    {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.981931, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n    {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.982071, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n    {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.982335, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n    {{ exceptions.raise_compiler_error(\n        \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.982472, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n  {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.983464, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n  {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.983583, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n  {# loop through user_provided_columns to create DDL with data types and constraints #}\n    {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n    {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n    (\n    {% for c in raw_column_constraints -%}\n      {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n    {% endfor %}\n    {% for c in raw_model_constraints -%}\n        {{ c }}{{ \",\" if not loop.last }}\n    {% endfor -%}\n    )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9840891, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n  {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9842482, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n  {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.984378, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n  {#-- First ensure the user has defined 'columns' in yaml specification --#}\n  {%- set user_defined_columns = model['columns'] -%}\n  {%- if not user_defined_columns -%}\n      {{ exceptions.raise_contract_error([], []) }}\n  {%- endif -%}\n\n  {#-- Obtain the column schema provided by sql file. #}\n  {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n  {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n  {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n  {#-- create dictionaries with name and formatted data type and strings for exception #}\n  {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n  {%- set yaml_columns = format_columns(schema_file_provided_columns)  -%}\n\n  {%- if sql_columns|length != yaml_columns|length -%}\n    {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n  {%- endif -%}\n\n  {%- for sql_col in sql_columns -%}\n    {%- set yaml_col = [] -%}\n    {%- for this_col in yaml_columns -%}\n      {%- if this_col['name'] == sql_col['name'] -%}\n        {%- do yaml_col.append(this_col) -%}\n        {%- break -%}\n      {%- endif -%}\n    {%- endfor -%}\n    {%- if not yaml_col -%}\n      {#-- Column with name not found in yaml #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n    {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n      {#-- Column data types don't match #}\n      {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n    {%- endif -%}\n  {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.985667, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n  {% set formatted_columns = [] %}\n  {% for column in columns %}\n    {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n    {%- do formatted_columns.append(formatted_column) -%}\n  {% endfor %}\n  {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9860291, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n  {% set data_type = column.dtype %}\n  {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n  {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.986358, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n    {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.986602, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n    drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.986718, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.986978, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.987117, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.987378, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_table_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9875178, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.988357, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n  {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.988539, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n  {# backward compatibility for create_table_as that does not support language #}\n  {% if language == \"sql\" %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n  {% else %}\n    {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n  {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.988961, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n\n  create {% if temporary: -%}temporary{%- endif %} table\n    {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n  {% set contract_config = config.get('contract') %}\n  {% if contract_config.enforced and (not temporary) %}\n    {{ get_assert_columns_equivalent(sql) }}\n    {{ get_table_columns_and_constraints() }}\n    {%- set sql = get_select_subquery(sql) %}\n  {% endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.989621, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n  {#- loop through user_provided_columns to get column names -#}\n    {%- set user_provided_columns = model['columns'] -%}\n    {%- for i in user_provided_columns %}\n      {%- set col = user_provided_columns[i] -%}\n      {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n      {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.990062, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n  {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9902442, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n    select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n    from (\n        {{ sql }}\n    ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.990417, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n    {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.990654, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n    drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.990771, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n    {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9916239, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_replace_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.991767, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n  {%- set identifier = model['alias'] -%}\n\n  {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n  {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n  {%- set target_relation = api.Relation.create(\n      identifier=identifier, schema=schema, database=database,\n      type='view') -%}\n  {% set grant_config = config.get('grants') %}\n\n  {{ run_hooks(pre_hooks) }}\n\n  -- If there's a table with the same name and we weren't told to full refresh,\n  -- that's an error. If we were told to full refresh, drop it. This behavior differs\n  -- for Snowflake and BigQuery, so multiple dispatch is used.\n  {%- if old_relation is not none and old_relation.is_table -%}\n    {{ handle_existing_table(should_full_refresh(), old_relation) }}\n  {%- endif -%}\n\n  -- build model\n  {% call statement('main') -%}\n    {{ get_create_view_as_sql(target_relation, sql) }}\n  {%- endcall %}\n\n  {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n  {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n  {{ run_hooks(post_hooks) }}\n\n  {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9930172, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n    {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9932082, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n    {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n    {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.993432, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n    {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9936929, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n    {{ exceptions.raise_compiler_error(\n        \"`get_rename_view_sql` has not been implemented for this adapter.\"\n    ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.993831, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n  {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.994229, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n  {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9943838, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n  {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.994566, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n  {%- set sql_header = config.get('sql_header', none) -%}\n\n  {{ sql_header if sql_header is not none }}\n  create view {{ relation.render() }}\n    {% set contract_config = config.get('contract') %}\n    {% if contract_config.enforced %}\n      {{ get_assert_columns_equivalent(sql) }}\n    {%- endif %}\n  as (\n    {{ sql }}\n  );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9949849, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n    select {{ column_name }} as from_field\n    from {{ model }}\n    where {{ column_name }} is not null\n),\n\nparent as (\n    select {{ field }} as to_field\n    from {{ to }}\n)\n\nselect\n    from_field\n\nfrom child\nleft join parent\n    on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9953191, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9956, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n    {{ column_name }} as unique_field,\n    count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.9958348, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n    select\n        {{ column_name }} as value_field,\n        count(*) as n_records\n\n    from {{ model }}\n    group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n    {% for value in values -%}\n        {% if quote -%}\n        '{{ value }}'\n        {%- else -%}\n        {{ value }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n    {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.996384, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n  {%- if execute: -%}\n    {%- set compiled_code = caller() -%}\n\n    {%- if name == 'main' -%}\n      {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n      {{ write(compiled_code) }}\n    {%- endif -%}\n    {%- if language == 'sql'-%}\n      {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n    {%- elif language == 'python' -%}\n      {%- set res = submit_python_job(model, compiled_code) -%}\n      {#-- TODO: What should table be for python models? --#}\n      {%- set table = None -%}\n    {%- else -%}\n      {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n    {%- endif -%}\n\n    {%- if name is not none -%}\n      {{ store_result(name, response=res, agate_table=table) }}\n    {%- endif -%}\n\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.997806, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n  {%- set sql = caller() -%}\n\n  {%- if name == 'main' -%}\n    {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n    {{ write(sql) }}\n  {%- endif -%}\n\n  {%- if name is not none -%}\n    {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n  {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.998359, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n  {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n    {{ sql }}\n  {% endcall %}\n\n  {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528634.998639, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n  {% set error_msg -%}\n      The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n  {%- endset %}\n\n  {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n  {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0004961, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n    {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n    {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n    {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n    {% set day_count = (end_date - start_date).days %}\n    {% if day_count < 0 %}\n        {% set msg -%}\n            Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n        {%- endset %}\n\n        {{ exceptions.raise_compiler_error(msg, model) }}\n    {% endif %}\n\n    {% set date_list = [] %}\n    {% for i in range(0, day_count + 1) %}\n        {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n        {% if not out_fmt %}\n            {% set _ = date_list.append(the_date) %}\n        {% else %}\n            {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n        {% endif %}\n    {% endfor %}\n\n    {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.001687, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n    {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n    {% if (partition_range | length) == 1 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = none %}\n    {% elif (partition_range | length) == 2 %}\n      {% set start_date = partition_range[0] %}\n      {% set end_date = partition_range[1] %}\n    {% else %}\n      {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n    {% endif %}\n\n    {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.002401, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n    {% set dt = modules.datetime.datetime.now() %}\n    {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.002624, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n  {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0028448, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n    except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0029209, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.003653, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.004218, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.004444, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n    {# call as follows:\n\n    date_spine(\n        \"day\",\n        \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n        \"dbt.dateadd(week, 1, current_date)\"\n    ) #}\n\n\n    with rawdata as (\n\n        {{dbt.generate_series(\n            dbt.get_intervals_between(start_date, end_date, datepart)\n        )}}\n\n    ),\n\n    all_periods as (\n\n        select (\n            {{\n                dbt.dateadd(\n                    datepart,\n                    \"row_number() over (order by 1) - 1\",\n                    start_date\n                )\n            }}\n        ) as date_{{datepart}}\n        from rawdata\n\n    ),\n\n    filtered as (\n\n        select *\n        from all_periods\n        where date_{{datepart}} <= {{ end_date }}\n\n    )\n\n    select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.004797, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n  {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.005118, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n    {%- set dt = modules.datetime.date(year, month, day) -%}\n    {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n    to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.005389, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n    {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.005707, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n    replace(\n        {{ field }},\n        {{ old_chars }},\n        {{ new_chars }}\n    )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.005864, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n  {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.006098, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n    {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.006219, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0070379, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.007431, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.007615, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.008106, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n    {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.008357, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n    length(\n        {{ expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0084622, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n  {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.00879, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_date_or_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0090182, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n  {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.009235, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n    intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.00931, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n      {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.009561, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.009697, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n    {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.00998, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n    right(\n        {{ string_text }},\n        {{ length_expression }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.010111, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n    {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.010746, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n    {% if limit_num -%}\n    array_to_string(\n        array_slice(\n            array_agg(\n                {{ measure }}\n            ){% if order_by_clause -%}\n            within group ({{ order_by_clause }})\n            {%- endif %}\n            ,0\n            ,{{ limit_num }}\n        ),\n        {{ delimiter_text }}\n        )\n    {%- else %}\n    listagg(\n        {{ measure }},\n        {{ delimiter_text }}\n        )\n        {% if order_by_clause -%}\n        within group ({{ order_by_clause }})\n        {%- endif %}\n    {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.011138, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n  {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.011465, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.011629, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n  {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0119019, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.012037, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n  {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.012286, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n    md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.012439, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n  {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.012674, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n    cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0128262, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n  {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0130901, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0132182, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n    {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.013453, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n    any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0136142, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n    {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.01389, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n    position(\n        {{ substring_text }} in {{ string_text }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0140212, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n  {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0142589, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n    '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0143611, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n  {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.015263, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n    {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.01542, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n  {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.015585, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n    {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.015732, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n  {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0158908, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n    {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.016038, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n  {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.016205, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n    {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.016385, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n  {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.016542, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n    {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0166929, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n  {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.016855, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n  {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.016994, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n  {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0171468, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n  {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0172968, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n  {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.017575, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n    array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.017775, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n    {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.018024, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n    bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.018134, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n  {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.018479, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n    cast(\n        {{dbt.dateadd('day', '-1',\n        dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n        )}}\n        as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0187452, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n    {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.018889, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n  {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.019407, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n        {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.019566, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n    split_part(\n        {{ string_text }},\n        {{ delimiter_text }},\n          length({{ string_text }})\n          - length(\n              replace({{ string_text }},  {{ delimiter_text }}, '')\n          ) + 2 + {{ part_number }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0197818, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n  {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0200598, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n    date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0201879, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n  {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.020548, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n    {% if inputs|length > 0 %}\n    array[ {{ inputs|join(' , ') }} ]\n    {% else %}\n    array[]::{{data_type}}[]\n    {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0207832, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n  {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.021056, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n    array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.021184, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n  {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.021544, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n  {%- call statement('create_schema') -%}\n    create schema if not exists {{ relation.without_identifier() }}\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0217202, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n  {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.021877, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n  {%- call statement('drop_schema') -%}\n    drop schema if exists {{ relation.without_identifier() }} cascade\n  {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0220559, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n    {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.022717, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n  {{ exceptions.raise_not_implemented(\n    'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.022923, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n    {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0230641, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n    {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.023166, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n    {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n    {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n    {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n    {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n    {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.default__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.023561, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0237288, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n    current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.023804, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0239658, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n    {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.024132, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n  {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.024962, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n  {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.025099, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n  {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.025253, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n  {%- set _indexes = config.get('indexes', default=[]) -%}\n\n  {% for _index_dict in _indexes %}\n    {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n    {% if create_index_sql %}\n      {% do run_query(create_index_sql) %}\n    {% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.025635, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n    {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.025815, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n    {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0259469, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n    {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.026102, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n    {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.026222, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0282419, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n    {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0284019, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n  {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.028609, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n    {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n    {%- set temp_relation = base_relation.incorporate(\n                                path={\"identifier\": temp_identifier}) -%}\n\n    {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0289438, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n    {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.029184, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n    {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n    {%- set backup_relation = base_relation.incorporate(\n                                  path={\"identifier\": backup_identifier},\n                                  type=backup_relation_type\n    ) -%}\n    {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.029492, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n  {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.029668, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n  {% call statement('truncate_relation') -%}\n    truncate table {{ relation.render() }}\n  {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.029846, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n  {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.030092, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n  {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n  {% if target_relation %}\n    {% do return([true, target_relation]) %}\n  {% endif %}\n\n  {%- set new_relation = api.Relation.create(\n      database=database,\n      schema=schema,\n      identifier=identifier,\n      type=type\n  ) -%}\n  {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.030624, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n  {% do return(adapter.get_relation(\n    database=relation.database,\n    schema=relation.schema,\n    identifier=relation.identifier\n  )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.030848, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n    {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.030986, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.03139, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n    select\n      max({{ loaded_at_field }}) as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n    from {{ source }}\n    {% if filter %}\n    where {{ filter }}\n    {% endif %}\n  {% endcall %}\n  {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0317812, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n  {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.032056, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n  {% call statement('validate_sql') -%}\n    explain {{ sql }}\n  {% endcall %}\n  {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.032268, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n    {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0339782, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n    {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.034092, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n    {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.034251, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n    {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0343628, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n    {% if not existing_relation %}\n        {#-- The table doesn't already exist, so no grants to copy over --#}\n        {{ return(False) }}\n    {% elif full_refresh_mode %}\n        {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n        {{ return(copy_grants()) }}\n    {% else %}\n        {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n        {{ return(True) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.034695, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n    {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.034875, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n    show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.034989, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.035269, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n    grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.035467, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n    {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0356889, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n    revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.035892, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n    {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0361128, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n    {#\n      -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n      -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n      -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n      -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n    #}\n    {%- set dcl_statements = [] -%}\n    {%- for privilege, grantees in grant_config.items() %}\n        {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n          {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n          {%- do dcl_statements.append(dcl) -%}\n        {%- else -%}\n          {%- for grantee in grantees -%}\n              {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n              {%- do dcl_statements.append(dcl) -%}\n          {% endfor -%}\n        {%- endif -%}\n    {%- endfor -%}\n    {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0367591, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n    {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.036941, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n    {#\n      -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n      -- so that they're all processed together.\n\n      -- Some databases do not support this. Those adapters will need to override this macro\n      -- to run each statement individually.\n    #}\n    {% call statement('grants') %}\n        {% for dcl_statement in dcl_statement_list %}\n            {{ dcl_statement }};\n        {% endfor %}\n    {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.037178, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n    {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.037399, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n    {#-- If grant_config is {} or None, this is a no-op --#}\n    {% if grant_config %}\n        {% if should_revoke %}\n            {#-- We think previous grants may have carried over --#}\n            {#-- Show current grants and calculate diffs --#}\n            {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n            {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n            {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n            {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n            {% if not (needs_granting or needs_revoking) %}\n                {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n            {% endif %}\n        {% else %}\n            {#-- We don't think there's any chance of previous grants having carried over. --#}\n            {#-- Jump straight to granting what the user has configured. --#}\n            {% set needs_revoking = {} %}\n            {% set needs_granting = grant_config %}\n        {% endif %}\n        {% if needs_granting or needs_revoking %}\n            {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n            {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n            {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n            {% if dcl_statement_list %}\n                {{ call_dcl_statements(dcl_statement_list) }}\n            {% endif %}\n        {% endif %}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.038503, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n  {%- if sql_header is not none -%}\n  {{ sql_header }}\n  {%- endif %}\n  {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.038887, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n  {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.039066, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n  {{ compiled_code }}\n  {% if limit is not none %}\n  limit {{ limit }}\n  {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.039248, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n  {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0399091, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.040071, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n  {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0402648, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n  {{ exceptions.raise_not_implemented(\n    'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.040425, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n  {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.040688, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n  {% if for_relation and config.persist_relation_docs() and model.description %}\n    {% do run_query(alter_relation_comment(relation, model.description)) %}\n  {% endif %}\n\n  {% if for_columns and config.persist_column_docs() and model.columns %}\n    {% do run_query(alter_column_comment(relation, model.columns)) %}\n  {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.041228, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n  {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0446038, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog_relations not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0448482, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n  {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.045047, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n  {% set typename = adapter.type() %}\n  {% set msg -%}\n    get_catalog not implemented for {{ typename }}\n  {%- endset %}\n\n  {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.04529, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n  {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.045469, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n  {%- if database -%}\n    {{ database }}.INFORMATION_SCHEMA\n  {%- else -%}\n    INFORMATION_SCHEMA\n  {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0456178, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n  {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0457978, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n  {% set sql %}\n    select distinct schema_name\n    from {{ information_schema_name(database) }}.SCHEMATA\n    where catalog_name ilike '{{ database }}'\n  {% endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.046037, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n  {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0462341, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n  {% set sql -%}\n        select count(*)\n        from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n        where catalog_name='{{ information_schema.database }}'\n          and schema_name='{{ schema }}'\n  {%- endset %}\n  {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0465212, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n  {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0467021, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n  {{ exceptions.raise_not_implemented(\n    'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.046855, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n  {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.047031, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n  {{ exceptions.raise_not_implemented(\n    'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0471911, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n  {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.047352, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n  {{ exceptions.raise_not_implemented(\n    'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0474958, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n  {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0476959, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n  {{ exceptions.raise_not_implemented(\n    'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0479329, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n  {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.050213, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n  {{ exceptions.raise_not_implemented(\n    'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0503669, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n  {% set columns = [] %}\n  {% for row in table %}\n    {% do columns.append(api.Column(*row)) %}\n  {% endfor %}\n  {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0506618, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n  {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.050874, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n    {%- if select_sql_header is not none -%}\n    {{ select_sql_header }}\n    {%- endif -%}\n    select * from (\n        {{ select_sql }}\n    ) as __dbt_sbq\n    where false\n    limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.051073, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n  {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.051245, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n    {%- set col_err = [] -%}\n    {%- set col_naked_numeric = [] -%}\n    select\n    {% for i in columns %}\n      {%- set col = columns[i] -%}\n      {%- if col['data_type'] is not defined -%}\n        {%- do col_err.append(col['name']) -%}\n      {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n      {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n        {%- do col_naked_numeric.append(col['name']) -%}\n      {%- endif -%}\n      {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n      {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n    {%- endfor -%}\n    {%- if (col_err | length) > 0 -%}\n      {{ exceptions.column_type_missing(column_names=col_err) }}\n    {%- elif (col_naked_numeric | length) > 0 -%}\n      {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.052375, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n    {% set columns = [] %}\n    {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n    {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n    {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n    {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.052706, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n  {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0528839, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n    {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n        {{ get_empty_subquery_sql(select_sql) }}\n    {% endcall %}\n    {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0532181, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n  {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.053439, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n  {#\n    1. Create a new column (w/ temp name and correct type)\n    2. Copy data over to it\n    3. Drop the existing column (cascade!)\n    4. Rename the new column to existing column\n  #}\n  {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n  {% call statement('alter_column_type') %}\n    alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n    update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n    alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n    alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n  {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.054071, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n  {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.05432, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n  {% if add_columns is none %}\n    {% set add_columns = [] %}\n  {% endif %}\n  {% if remove_columns is none %}\n    {% set remove_columns = [] %}\n  {% endif %}\n\n  {% set sql -%}\n\n     alter {{ relation.type }} {{ relation.render() }}\n\n            {% for column in add_columns %}\n               add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n            {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n            {% for column in remove_columns %}\n                drop column {{ column.name }}{{ ',' if not loop.last }}\n            {% endfor %}\n\n  {%- endset -%}\n\n  {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.055122, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%-   set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%-   set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%-   set column_name_to_data_types = {} -%}\n{%-   for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%-     do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%-   endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n    {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n    {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%-   set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%-   set default_row_copy = default_row.copy() -%}\n{%-   do default_row_copy.update(formatted_row) -%}\nselect\n{%-   for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%-   endfor %}\n{%-   if not loop.last %}\nunion all\n{%    endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n    select\n    {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n    {%- endfor %}\n    limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0585809, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n    select * from dbt_internal_unit_test_actual\n    limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.059121, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n    {#-- generate case-insensitive formatted row --#}\n    {% set formatted_row = {} %}\n    {%- for column_name, column_value in row.items() -%}\n        {% set column_name = column_name|lower %}\n\n        {%- if column_name not in column_name_to_data_types %}\n            {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n            {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n            {{ exceptions.raise_compiler_error(\n                \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n                \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n            ) }}\n        {%- endif -%}\n\n        {%- set column_type = column_name_to_data_types[column_name] %}\n\n        {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n        {%- set column_value_clean = column_value -%}\n        {%- if column_value is string -%}\n            {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n        {%- elif column_value is none -%}\n            {%- set column_value_clean = 'null' -%}\n        {%- endif -%}\n\n        {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n        {%- do formatted_row.update(row_update) -%}\n    {%- endfor -%}\n    {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.060231, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n  {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.060443, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n  {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0605361, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n    {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.062187, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n    {{  input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.062336, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n    {%- set ref_dict = {} -%}\n    {%- for _ref in model.refs -%}\n        {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n        {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n        {%- if _ref.get('version') -%}\n            {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n        {%- endif -%}\n       {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef ref(*args, **kwargs):\n    refs = {{ ref_dict | tojson }}\n    key = '.'.join(args)\n    version = kwargs.get(\"v\") or kwargs.get(\"version\")\n    if version:\n        key += f\".v{version}\"\n    dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n    return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.063124, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n    {%- set source_dict = {} -%}\n    {%- for _source in model.sources -%}\n        {%- set resolved = source(*_source) -%}\n        {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n    {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n    sources = {{ source_dict | tojson }}\n    key = '.'.join(args)\n    return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0635278, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n    {%- set config_dict = {} -%}\n    {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n    {%- for key, default in config_dbt_used -%}\n        {# weird type testing with enum, would be much easier to write this logic in Python! #}\n        {%- if key == \"language\" -%}\n          {%- set value = \"python\" -%}\n        {%- endif -%}\n        {%- set value = model.config.get(key, default) -%}\n        {%- do config_dict.update({key: value}) -%}\n    {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.064078, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n    def __init__(self, *args, **kwargs):\n        pass\n\n    @staticmethod\n    def get(key, default=None):\n        return config_dict.get(key, default)\n\nclass this:\n    \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n    database = \"{{ this.database }}\"\n    schema = \"{{ this.schema }}\"\n    identifier = \"{{ this.identifier }}\"\n    {% set this_relation_name = resolve_model_name(this) %}\n    def __repr__(self):\n        return '{{ this_relation_name  }}'\n\n\nclass dbtObj:\n    def __init__(self, load_df_function) -> None:\n        self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n        self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n        self.config = config\n        self.this = this()\n        self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0645308, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0646038, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n    {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.065115, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n    {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n    {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.065355, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n    {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n    {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.06566, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n    {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n    {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0659451, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n    {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0662909, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n    dbt.split_part(\n        dbt.split_part(\n            dbt.replace(\n                dbt.replace(\n                    dbt.replace(field, \"'android-app://'\", \"''\"\n                    ), \"'http://'\", \"''\"\n                ), \"'https://'\", \"''\"\n            ), \"'/'\", 1\n        ), \"'?'\", 1\n    )\n\n-%}\n\n\n    {{ dbt.safe_cast(\n        parsed,\n        dbt.type_string()\n        )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0668218, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n    {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.067307, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n    {%- set stripped_url =\n        dbt.replace(\n            dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n    -%}\n\n    {%- set first_slash_pos -%}\n        coalesce(\n            nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n            {{ dbt.position(\"'?'\", stripped_url) }} - 1\n            )\n    {%- endset -%}\n\n    {%- set parsed_path =\n        dbt.split_part(\n            dbt.right(\n                stripped_url,\n                dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n                ),\n            \"'?'\", 1\n            )\n    -%}\n\n    {{ dbt.safe_cast(\n        parsed_path,\n        dbt.type_string()\n    )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0679412, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n    {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0682461, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.068554, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.069633, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_our_model \n    from {{ model }}\n    {{ groupby_gb_cols }}\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_fewer_rows_than,\n      count(*) as count_comparison_model \n    from {{ compare_model }}\n    {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n    select\n\n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_our_model,\n        count_comparison_model\n    from a\n    full join b on \n    a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n    {{ join_gb_cols }}\n\n),\nfinal as (\n\n    select *,\n        case\n            -- fail the test if we have more rows than the reference model and return the row count delta\n            when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n            -- fail the test if they are the same number\n            when count_our_model = count_comparison_model then 1\n            -- pass the test if the delta is positive (i.e. return the number 0)\n            else 0\n    end as row_count_delta\n    from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.070611, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.071554, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n  {% set join_gb_cols %}\n    {% for c in group_by_columns %}\n      and a.{{c}} = b.{{c}}\n    {% endfor %}\n  {% endset %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_a \n    from {{ model }}\n    {{groupby_gb_cols}}\n\n\n),\nb as (\n\n    select \n      {{select_gb_cols}}\n      1 as id_dbtutils_test_equal_rowcount,\n      count(*) as count_b \n    from {{ compare_model }}\n    {{groupby_gb_cols}}\n\n),\nfinal as (\n\n    select\n    \n        {% for c in group_by_columns -%}\n          a.{{c}} as {{c}}_a,\n          b.{{c}} as {{c}}_b,\n        {% endfor %}\n\n        count_a,\n        count_b,\n        abs(count_a - count_b) as diff_count\n\n    from a\n    full join b\n    on\n    a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n    {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.072595, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n  {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.073232, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n  select\n    {{column_name}} as id\n\n  from {{model}}\n\n  where {{column_name}} is not null\n    and {{from_condition}}\n\n),\n\nright_table as (\n\n  select\n    {{field}} as id\n\n  from {{to}}\n\n  where {{field}} is not null\n    and {{to_condition}}\n\n),\n\nexceptions as (\n\n  select\n    left_table.id,\n    right_table.id as right_id\n\n  from left_table\n\n  left join right_table\n         on left_table.id = right_table.id\n\n  where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.073567, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0742831, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')'  %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n    select \n\n      {{ select_gb_cols }}\n      {% if ignore_time_component %}\n        cast(max({{ field }}) as date) as most_recent\n      {%- else %}\n        max({{ field }}) as most_recent\n      {%- endif %}\n\n    from {{ model }}\n\n    {{ groupby_gb_cols }}\n\n)\n\nselect\n\n    {{ select_gb_cols }}\n    most_recent,\n    {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0750852, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.075526, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n    {# In TSQL, subquery aggregate columns need aliases #}\n    {# thus: a filler col name, 'filler_column' #}\n    {{select_gb_cols}}\n    count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n  {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.075965, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n  {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.076559, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n  select *\n  from {{ model }}\n),\n\nvalidation_errors as (\n  select *\n  from meet_condition\n  where\n    -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n    1 = 2\n\n  {%- if min_value is not none %}\n    -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n  {%- endif %}\n\n  {%- if max_value is not none %}\n    -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n    or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n  {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.077016, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n  {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.077564, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n    select distinct\n        {{ column_name }} as value_field\n\n    from {{ model }}\n\n),\n\nvalidation_errors as (\n\n    select\n        value_field\n\n    from all_values\n    where value_field in (\n        {% for value in values -%}\n            {% if quote -%}\n            '{{ value }}'\n            {%- else -%}\n            {{ value }}\n            {%- endif -%}\n            {%- if not loop.last -%},{%- endif %}\n        {%- endfor %}\n        )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.078159, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.078825, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n  {% set pruned_cols = group_by_columns %}\n\n  {% if column_name not in pruned_cols %}\n    {% do pruned_cols.append(column_name) %}\n  {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n    with pruned_rows as (\n      select\n        {{ select_pruned_cols }}\n      from {{ model }}\n      {% if group_by_columns|length() == 0 %}\n        where {{ column_name }} is not null\n        limit 1\n      {% endif %}\n    )\n    select\n        {# In TSQL, subquery aggregate columns need aliases #}\n        {# thus: a filler col name, 'filler_column' #}\n      {{select_gb_cols}}\n      count({{ column_name }}) as filler_column\n\n    from pruned_rows\n\n    {{groupby_gb_cols}}\n\n    having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.079652, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n  {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.080269, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n    {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n    {%- set column_list=[] %}\n        {% for column in combination_of_columns -%}\n            {% set column_list = column_list.append( adapter.quote(column) ) %}\n        {%- endfor %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n    ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n    select\n        {{ columns_csv }}\n    from {{ model }}\n    group by {{ columns_csv }}\n    having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0808818, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n    {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.08141, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n  {{ column_name }},\n  count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n  {{ field }},\n  count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n  select *\n  from table_a\n  {{ dbt.except() }}\n  select *\n  from table_b\n),\n\nexcept_b as (\n  select *\n  from table_b\n  {{ dbt.except() }}\n  select *\n  from table_a\n),\n\nunioned as (\n  select *\n  from except_a\n  union all\n  select *\n  from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0817401, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n  {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.082127, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n    {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.082477, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n  {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.083155, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n  {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n  select\n    {{select_gb_cols}}\n    sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n  from {{ model }}\n  {{groupby_gb_cols}}\n),\nvalidation_errors as (\n  select\n    {{select_gb_cols}}\n    not_null_proportion\n  from validation\n  where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n  *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.083998, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n  {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.084887, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n  {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n  {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n    select\n        {{ select_gb_cols }}\n        {{ column_name }},\n        lag({{ column_name }}) over (\n            {{partition_gb_cols}}\n            order by {{ column_name }}\n        ) as {{ previous_column_name }}\n    from {{ model }}\n),\n\nvalidation_errors as (\n    select\n        *\n    from windowed\n    {% if datepart %}\n    where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n    {% else %}\n    where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n    {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0857651, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n  {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.087683, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n    {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n    count(*) + coalesce(abs(\n        sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n        sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n    ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n    {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n    {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n    {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n    {%- if exclude_columns -%}\n        {#-- Lower case ignore columns for easier comparison --#}\n        {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n        {# Filter out the excluded columns #}\n        {%- set include_columns = [] %}\n        {%- set include_model_columns = [] %}\n        {%- for column in model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n        {%- for column in compare_model_columns -%}\n            {%- if column.name | lower not in exclude_columns -%}\n                {% do include_model_columns.append(column) %}\n            {%- endif %}\n        {%- endfor %}\n\n        {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- else -%}\n        {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n        {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n    {%- endif -%}\n\n    {% if compare_columns_set != compare_model_columns_set %}\n        {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n    {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n    {%- if not compare_columns -%}\n        {# \n            You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n            so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n        #}\n        {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n        {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n        {%- if exclude_columns -%}\n            {#-- Lower case ignore columns for easier comparison --#}\n            {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n            {# Filter out the excluded columns #}\n            {%- set include_columns = [] %}\n            {%- for column in compare_columns -%}\n                {%- if column.name | lower not in exclude_columns -%}\n                    {% do include_columns.append(column) %}\n                {%- endif %}\n            {%- endfor %}\n\n            {%- set compare_columns = include_columns | map(attribute='quoted') %}\n        {%- else -%} {# Compare columns provided #}\n            {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n        {%- endif -%}\n    {%- endif -%}\n\n    {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n    {#-\n        If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n    -#}\n    {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n    {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n    {% set columns_list = [] %}\n    {%- for col in columns -%}\n        {%- if (\n                (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n                (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n                ) -%}\n            {# Databricks double type is not picked up by any number type checks in dbt #}\n            {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n                {# Cast is required due to postgres not having round for a double precision number #}\n                {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n            {%- else -%} {# Non-numeric type #}\n                {%- do columns_list.append(col.quoted) -%}\n            {%- endif -%}\n        {% endif %}\n    {%- endfor -%}\n\n    {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n    select * from {{ model }}\n\n),\n\nb as (\n\n    select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n    select {{compare_cols_csv}} from a\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n    select {{compare_cols_csv}} from b\n    {{ dbt.except() }}\n    select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n    select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n    union all\n    select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.091514, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n  {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.092046, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n    with\n    \n    all_values as (\n\n        select \n\n\n            {% if trim_whitespace == true -%}\n\n                trim({{ column_name }}) as {{ column_name }}\n\n            {%- else -%}\n\n                {{ column_name }}\n\n            {%- endif %}\n            \n        from {{ model }}\n\n    ),\n\n    errors as (\n\n        select * from all_values\n        where {{ column_name }} = ''\n\n    )\n\n    select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0923378, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n  {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.09582, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n    {% set allow_gaps_operator='=' %}\n    {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n    {% set allow_gaps_operator='<=' %}\n    {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n    {% set allow_gaps_operator='<' %}\n    {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n    ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<' %}\n    {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n    {% set allow_zero_length_operator='<=' %}\n    {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\n        \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n    ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n    select\n        {% if partition_by %}\n        {{ partition_by }} as partition_by_col,\n        {% endif %}\n        {{ lower_bound_column }} as lower_bound,\n        {{ upper_bound_column }} as upper_bound,\n\n        lead({{ lower_bound_column }}) over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }}, {{ upper_bound_column }}\n        ) as next_lower_bound,\n\n        row_number() over (\n            {{ partition_clause }}\n            order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n        ) = 1 as is_last_record\n\n    from {{ model }}\n\n),\n\ncalc as (\n    -- We want to return records where one of our assumptions fails, so we'll use\n    -- the `not` function with `and` statements so we can write our assumptions more cleanly\n    select\n        *,\n\n        -- For each record: lower_bound should be < upper_bound.\n        -- Coalesce it to return an error on the null case (implicit assumption\n        -- these columns are not_null)\n        coalesce(\n            lower_bound {{ allow_zero_length_operator }} upper_bound,\n            false\n        ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n        -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n        -- Coalesce it to handle null cases for the last record.\n        coalesce(\n            upper_bound {{ allow_gaps_operator }} next_lower_bound,\n            is_last_record,\n            false\n        ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n    from window_functions\n\n),\n\nvalidation_errors as (\n\n    select\n        *\n    from calc\n\n    where not(\n        -- THE FOLLOWING SHOULD BE TRUE --\n        lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n        and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n    )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0972888, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n    {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.097554, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n    {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.097715, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n    {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n        {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.098141, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n    {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.098408, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n    {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.098599, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n    {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0988438, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n    {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.0990121, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.099703, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n    {%- if obj.is_cte -%}\n        {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n        {% if obj.name.startswith(ephemeral_prefix) %}\n            {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n        {% else %}\n            {% set model_name = obj.name %}\n        {%- endif -%}\n        {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n        {% endset %}\n        {%- do exceptions.raise_compiler_error(error_message) -%}\n    {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.100511, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n    {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.101205, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n    {%- call statement('get_intervals_between', fetch_result=True) %}\n\n        select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_intervals_between') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values[0]) }}\n    {%- else -%}\n        {{ return(1) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.101773, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n    {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.102002, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n    \"day\",\n    \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n    \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n    {{dbt_utils.generate_series(\n        dbt_utils.get_intervals_between(start_date, end_date, datepart)\n    )}}\n\n),\n\nall_periods as (\n\n    select (\n        {{\n            dbt.dateadd(\n                datepart,\n                \"row_number() over (order by 1) - 1\",\n                start_date\n            )\n        }}\n    ) as date_{{datepart}}\n    from rawdata\n\n),\n\nfiltered as (\n\n    select *\n    from all_periods\n    where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.102358, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n    {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.102737, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1033401, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n    {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.103648, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n  {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n  {% set cols = adapter.get_columns_in_relation(relation) %}\n\n  select {{ dbt_utils.nullcheck(cols) }}\n  from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.103984, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.104675, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1054988, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n    {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1063318, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n    {% if upper_bound <= 0 %}\n    {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n    {% endif %}\n\n    {% for _ in range(1, 100) %}\n       {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n    {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.106733, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n    {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1069162, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n    {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n    with p as (\n        select 0 as generated_number union all select 1\n    ), unioned as (\n\n    select\n\n    {% for i in range(n) %}\n    p{{i}}.generated_number * power(2, {{i}})\n    {% if not loop.last %} + {% endif %}\n    {% endfor %}\n    + 1\n    as generated_number\n\n    from\n\n    {% for i in range(n) %}\n    p as p{{i}}\n    {% if not loop.last %} cross join {% endif %}\n    {% endfor %}\n\n    )\n\n    select *\n    from unioned\n    where generated_number <= {{upper_bound}}\n    order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.107415, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.108106, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n      {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n        {%- set tbl_relations = [] -%}\n        {%- for row in table_list['table'] -%}\n            {%- set tbl_relation = api.Relation.create(\n                database=database,\n                schema=row.table_schema,\n                identifier=row.table_name,\n                type=row.table_type\n            ) -%}\n            {%- do tbl_relations.append(tbl_relation) -%}\n        {%- endfor -%}\n\n        {{ return(tbl_relations) }}\n    {%- else -%}\n        {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.108926, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.109324, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n    {{ dbt_utils.get_tables_by_pattern_sql(\n        schema_pattern = schema,\n        table_pattern = prefix ~ '%',\n        exclude = exclude,\n        database = database\n    ) }}\n    \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1096032, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.110921, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n    {%- do dbt_utils._is_relation(from, 'star') -%}\r\n    {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n    {%- if not execute -%}\r\n        {% do return('*') %}\r\n    {%- endif -%}\r\n\r\n    {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n    {%- if cols|length <= 0 -%}\r\n        {% if flags.WHICH == 'compile' %}\r\n            {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during  \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n            {% endset %}\r\n            {% do return(response) %}\r\n        {% else %}\r\n            {% do return(\"/* no columns returned from star() macro */\") %}\r\n        {% endif %}\r\n    {%- else -%}\r\n        {%- for col in cols %}\r\n            {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n                {%- if quote_identifiers -%}\r\n                    {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {%- else -%}\r\n                    {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n                {% endif %}\r\n            {%- if not loop.last %},{{ '\\n  ' }}{%- endif -%}\r\n        {%- endfor -%}\r\n    {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1123462, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n    {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.11393, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n    {% if not relation %}\n        {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n    {% endif %}\n\n  {%- set exclude = exclude if exclude is not none else [] %}\n  {%- set remove = remove if remove is not none else [] %}\n\n  {%- set include_cols = [] %}\n\n  {%- set table_columns = {} %}\n\n  {%- do table_columns.update({relation: []}) %}\n\n  {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n  {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n  {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n  {%- for col in cols -%}\n    {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n      {% do include_cols.append(col) %}\n    {%- endif %}\n  {%- endfor %}\n\n\n  {%- for col in include_cols -%}\n    {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n    select\n      {%- for exclude_col in exclude %}\n        {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n      {%- endfor %}\n\n      cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name  }},\n      cast(  {% if col.data_type == 'boolean' %}\n           {{ dbt.cast_bool_to_text(current_col_name) }}\n             {% else %}\n           {{ current_col_name }}\n             {% endif %}\n           as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n    from {{ relation }}\n\n    {% if not loop.last -%}\n      union all\n    {% endif -%}\n  {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.115723, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n  {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.116012, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n    ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1161458, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n    {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.119594, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n    {%- set all_excludes = [] -%}\n    {%- set all_includes = [] -%}\n\n    {%- if exclude -%}\n        {%- for exc in exclude -%}\n            {%- do all_excludes.append(exc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- if include -%}\n        {%- for inc in include -%}\n            {%- do all_includes.append(inc | lower) -%}\n        {%- endfor -%}\n    {%- endif -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column | lower in all_excludes -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column | lower not in all_includes -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n    {%- set dbt_command = flags.WHICH -%}\n\n\n    {% if dbt_command in ['run', 'build'] %}\n    {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n        {%- set relations_string -%}\n            {%- for relation in relations -%}\n                {{ relation.name }}\n            {%- if not loop.last %}, {% endif -%}\n            {%- endfor -%}\n        {%- endset -%}\n\n        {%- set error_message -%}\n            There were no columns found to union for relations {{ relations_string }}\n        {%- endset -%}\n\n        {{ exceptions.raise_compiler_error(error_message) }}\n    {%- endif -%}\n    {%- endif -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                {%- if source_column_name is not none %}\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {%- endif %}\n\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ relation }}\n\n            {% if where -%}\n            where {{ where }}\n            {%- endif %}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.122941, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n    {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1232378, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n  group by {% for i in range(1, n + 1) -%}\n      {{ i }}{{ ',' if not loop.last }}   \n   {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.123484, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n    {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1243641, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n    with row_numbered as (\n        select\n            _inner.*,\n            row_number() over (\n                partition by {{ partition_by }}\n                order by {{ order_by }}\n            ) as rn\n        from {{ relation }} as _inner\n    )\n\n    select\n        distinct data.*\n    from {{ relation }} as data\n    {#\n    -- Not all DBs will support natural joins but the ones that do include:\n    -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n    -- Apache Spark, SingleStore, Vertica\n    -- Those that do not appear to support natural joins include:\n    -- SQLServer, Trino, Presto, Rockset, Athena\n    #}\n    natural join row_numbered\n    where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.124581, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }} as tt\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.124745, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n    select\n        distinct on ({{ partition_by }}) *\n    from {{ relation }}\n    order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.124931, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.125098, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n    select *\n    from {{ relation }}\n    qualify\n        row_number() over (\n            partition by {{ partition_by }}\n            order by {{ order_by }}\n        ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.125259, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n    select unique.*\n    from (\n        select\n            array_agg (\n                original\n                order by {{ order_by }}\n                limit 1\n            )[offset(0)] unique\n        from {{ relation }} original\n        group by {{ partition_by }}\n    )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.125427, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n    {% set frustrating_jinja_feature = varargs %}\n    {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.125804, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.126037, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n    {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.126409, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n    {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n  ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.126962, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n    {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.127329, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n    {% if col.is_string() -%}\n\n    nullif({{col.name}},'') as {{col.name}}\n\n    {%- else -%}\n\n    {{col.name}}\n\n    {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.127685, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n        (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.131623, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from {{ database }}.information_schema.tables\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.132052, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% set sql %}\n        select distinct\n            table_schema as {{ adapter.quote('table_schema') }},\n            table_name as {{ adapter.quote('table_name') }},\n            {{ dbt_utils.get_table_types_sql() }}\n        from \"{{ database }}\".\"information_schema\".\"tables\"\n        where table_schema ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n        union all\n        select distinct\n            schemaname as {{ adapter.quote('table_schema') }},\n            tablename as {{ adapter.quote('table_name') }},\n            'external' as {{ adapter.quote('table_type') }}\n        from svv_external_tables\n        where redshift_database_name = '{{ database }}'\n        and schemaname ilike '{{ schema_pattern }}'\n        and table_name ilike '{{ table_pattern }}'\n        and table_name not ilike '{{ exclude }}'\n    {% endset %}\n\n    {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1328619, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {% if '%' in schema_pattern %}\n        {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% else %}\n        {% set schemata=[schema_pattern] %}\n    {% endif %}\n\n    {% set sql %}\n        {% for schema in schemata %}\n            select distinct\n                table_schema,\n                table_name,\n                {{ dbt_utils.get_table_types_sql() }}\n\n            from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n            where lower(table_name) like lower ('{{ table_pattern }}')\n                and lower(table_name) not like lower ('{{ exclude }}')\n\n            {% if not loop.last %} union all {% endif %}\n\n        {% endfor %}\n    {% endset %}\n\n    {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1337159, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n    {% if execute %}\n\n        {% set sql %}\n        select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like lower('{{ schema_pattern }}')\n        {% endset %}\n\n        {% set results=run_query(sql) %}\n\n        {% set schemata=results.columns['schema_name'].values() %}\n\n        {{ return(schemata) }}\n\n    {% else %}\n\n        {{ return([]) }}\n\n    {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.13426, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.135473, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {% set default = [] if not default %}\n        {{ return(default) }}\n    {% endif %}\n\n    {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n    {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n    {# TODO: Change the method signature in a future 0.x.0 release #}\n    {%- set target_relation = table -%}\n\n    {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n    {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n    {%- call statement('get_column_values', fetch_result=true) %}\n\n        {%- if not relation_exists and default is none -%}\n\n          {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n        {%- elif not relation_exists and default is not none -%}\n\n          {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n          {{ return(default) }}\n\n        {%- else -%}\n\n\n            select\n                {{ column }} as value\n\n            from {{ target_relation }}\n\n            {% if where is not none %}\n            where {{ where }}\n            {% endif %}\n\n            group by {{ column }}\n            order by {{ order_by }}\n\n            {% if max_records is not none %}\n            limit {{ max_records }}\n            {% endif %}\n\n        {% endif %}\n\n    {%- endcall -%}\n\n    {%- set value_list = load_result('get_column_values') -%}\n\n    {%- if value_list and value_list['data'] -%}\n        {%- set values = value_list['data'] | map(attribute=0) | list %}\n        {{ return(values) }}\n    {%- else -%}\n        {{ return(default) }}\n    {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.136936, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n    {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.138011, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n               values,\n               alias=True,\n               agg='sum',\n               cmp='=',\n               prefix='',\n               suffix='',\n               then_value=1,\n               else_value=0,\n               quote_identifiers=True,\n               distinct=False) %}\n  {% for value in values %}\n    {{ agg }}(\n      {% if distinct %} distinct {% endif %}\n      case\n      when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n        then {{ then_value }}\n      else {{ else_value }}\n      end\n    )\n    {% if alias %}\n      {% if quote_identifiers %}\n            as {{ adapter.quote(prefix ~ value ~ suffix) }}\n      {% else %}\n        as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n      {% endif %}\n    {% endif %}\n    {% if not loop.last %},{% endif %}\n  {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.138824, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n    {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.139287, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n    {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n    {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n    {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n    {%- if not execute -%}\n        {{ return('') }}\n    {% endif %}\n\n    {%- set include_cols = [] %}\n    {%- set cols = adapter.get_columns_in_relation(from) -%}\n    {%- set except = except | map(\"lower\") | list %}\n    {%- for col in cols -%}\n        {%- if col.column|lower not in except -%}\n            {% do include_cols.append(col.column) %}\n        {%- endif %}\n    {%- endfor %}\n\n    {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.139987, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n  {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1407712, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n    {% set bin_size -%}\n    (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n    {%- endset %}\n    (\n        -- to break ties when the amount is eaxtly at the bucket egde\n        case\n            when\n                mod(\n                    {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n                    {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n                ) = 0\n            then 1\n            else 0\n        end\n    ) +\n      -- Anything over max_value goes the N+1 bucket\n    least(\n        ceil(\n            ({{ expr }} - {{ min_value }})/{{ bin_size }}\n        ),\n        {{ num_buckets }} + 1\n    )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.141216, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n    width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1413991, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n    {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.14178, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n    {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {% set sql_results={} %}\n\n    {%- if execute -%}\n        {% set sql_results_table = load_result('get_query_results').table.columns %}\n        {% for column_name, column in sql_results_table.items() %}\n            {% do sql_results.update({column_name: column.values()}) %}\n        {% endfor %}\n    {%- endif -%}\n\n    {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.142357, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n    {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1428108, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n    {%- set default_null_value = \"\" -%}\n{%- else -%}\n    {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n    {%- do fields.append(\n        \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value  ~\"')\"\n    ) -%}\n\n    {%- if not loop.last %}\n        {%- do fields.append(\"'-'\") -%}\n    {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.143415, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n  {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1439612, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'EXTERNAL TABLE' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1441002, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n            case table_type\n                when 'BASE TABLE' then 'table'\n                when 'FOREIGN' then 'external'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.144247, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n            case table_type\n                when 'MANAGED' then 'table'\n                when 'BASE TABLE' then 'table'\n                when 'MATERIALIZED VIEW' then 'materializedview'\n                else lower(table_type)\n            end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.144383, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n    {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1449, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n    {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n        {{ query }}\n\n    {%- endcall -%}\n\n    {%- if execute -%}\n\n        {% set r = load_result('get_query_result').table.columns[0].values() %}\n        {% if r | length == 0 %}\n            {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n            {% set sql_result = default %}\n        {% else %}\n            {% set sql_result = r[0] %}\n        {% endif %}\n        \n    {%- else -%}\n    \n        {% set sql_result = default %}\n    \n    {%- endif -%}\n\n    {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.145678, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n    acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.146753, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n    {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1470232, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n    2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n    cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n    power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.147578, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n    {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n    {% set conversion_rate = 1.60934 %}\n{% else %}\n    {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n    2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n    cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n    power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.148371, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n  {% set tables = [] %}\n  {% for database in spark__list_schemas('not_used') %}\n    {% for table in spark__list_relations_without_caching(database[0]) %}\n      {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n      {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n      {% if is_match %}\n        {% call statement('table_detail', fetch_result=True) -%}\n          describe extended {{ db_tablename }}\n        {% endcall %}\n\n        {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n        {% if table_type[1]|lower != 'view' %}\n          {{ tables.append(db_tablename) }}\n        {% endif %}\n      {% endif %}\n    {% endfor %}\n  {% endfor %}\n  {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.15369, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n  {% set delta_tables = [] %}\n  {% for db_tablename in get_tables(table_regex_pattern) %}\n    {% call statement('table_detail', fetch_result=True) -%}\n      describe extended {{ db_tablename }}\n    {% endcall %}\n\n    {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n    {% if table_type[1]|lower == 'delta' %}\n      {{ delta_tables.append(db_tablename) }}\n    {% endif %}\n  {% endfor %}\n  {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.154359, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n  {% call statement('input_columns', fetch_result=True) %}\n    SHOW COLUMNS IN {{ table }}\n  {% endcall %}\n  {% set input_columns = load_result('input_columns').table %}\n\n  {% set output_columns = [] %}\n  {% for column in input_columns %}\n    {% call statement('column_information', fetch_result=True) %}\n      DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n    {% endcall %}\n    {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array')  %}\n      {{ output_columns.append('`' ~ column[0] ~ '`') }}\n    {% endif %}\n  {% endfor %}\n  {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.155206, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n    {% do run_query(\"optimize \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.155921, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_delta_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n    {% do run_query(\"vacuum \" ~ table) %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.156627, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n  {% for table in get_tables(table_regex_pattern) %}\n    {% set start=modules.datetime.datetime.now() %}\n    {% set columns = get_statistic_columns(table) | join(',') %}\n    {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n    {% if columns != '' %}\n      {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n    {% endif %}\n    {% set end=modules.datetime.datetime.now() %}\n    {% set total_seconds = (end - start).total_seconds() | round(2)  %}\n    {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n  {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.15755, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n    concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1577249, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n    decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.157831, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n    {%- set clock_component -%}\n        {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n        to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n        - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n    {%- endset -%}\n\n    {%- if datepart in ['day', 'week'] -%}\n        \n        {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                date_add(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ['month', 'quarter', 'year'] -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'month' -%} 1\n            {%- elif datepart == 'quarter' -%} 3\n            {%- elif datepart == 'year' -%} 12\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            to_unix_timestamp(\n                add_months(\n                    {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n                    cast({{interval}} * {{multiplier}} as int)\n                )\n            ) + {{clock_component}}\n        )\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set multiplier -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        to_timestamp(\n            {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n            + cast({{interval}} * {{multiplier}} as int)\n        )\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.160744, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n    {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n    \n        {# make sure the dates are real, otherwise raise an error asap #}\n        {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n        {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n    \n    {%- endif -%}\n    \n    {%- if datepart == 'day' -%}\n    \n        datediff({{second_date}}, {{first_date}})\n    \n    {%- elif datepart == 'week' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(datediff({{second_date}}, {{first_date}})/7)\n            else ceil(datediff({{second_date}}, {{first_date}})/7)\n            end\n        \n        -- did we cross a week boundary (Sunday)?\n        + case\n            when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n            else 0 end\n\n    {%- elif datepart == 'month' -%}\n\n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}})))\n            else ceil(months_between(date({{second_date}}), date({{first_date}})))\n            end\n        \n        -- did we cross a month boundary?\n        + case\n            when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n            when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n            else 0 end\n        \n    {%- elif datepart == 'quarter' -%}\n    \n        case when {{first_date}} < {{second_date}}\n            then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n            else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n            end\n        \n        -- did we cross a quarter boundary?\n        + case\n            when {{first_date}} < {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then 1\n            when {{first_date}} > {{second_date}} and (\n                (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n                > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n            ) then -1\n            else 0 end\n\n    {%- elif datepart == 'year' -%}\n    \n        year({{second_date}}) - year({{first_date}})\n\n    {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n    \n        {%- set divisor -%} \n            {%- if datepart == 'hour' -%} 3600\n            {%- elif datepart == 'minute' -%} 60\n            {%- elif datepart == 'second' -%} 1\n            {%- elif datepart == 'millisecond' -%} (1/1000)\n            {%- elif datepart == 'microsecond' -%} (1/1000000)\n            {%- endif -%}\n        {%- endset -%}\n\n        case when {{first_date}} < {{second_date}}\n            then ceil((\n                {# make sure the timestamps are real, otherwise raise an error asap #}\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            else floor((\n                {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n                - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n            ) / {{divisor}})\n            end\n            \n            {% if datepart == 'millisecond' %}\n                + cast(date_format({{second_date}}, 'SSS') as int)\n                - cast(date_format({{first_date}}, 'SSS') as int)\n            {% endif %}\n            \n            {% if datepart == 'microsecond' %}    \n                {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n                -- Spark doesn't really support microseconds, so this is a massive hack!\n                -- It will only work if the timestamp-string is of the format\n                -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n                + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n                - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int)    \n            {% endif %}\n\n    {%- else -%}\n\n        {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.168451, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n    current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.168585, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n    unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.16866, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n    {% set delimiter_expr %}\n    \n        -- escape if starts with a special character\n        case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n            then concat('\\\\', {{ delimiter_text }})\n            else {{ delimiter_text }} end\n    \n    {% endset %}\n\n    {% set split_part_expr %}\n    \n    split(\n        {{ string_text }},\n        {{ delimiter_expr }}\n        )[({{ part_number - 1 }})]\n    \n    {% endset %}\n    \n    {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.169218, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n    {%- call statement('get_tables', fetch_result=True) %}\n\n        show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n    {%- endcall -%}\n\n    {%- set table_list = load_result('get_tables') -%}\n\n    {%- if table_list and table_list['table'] -%}\n    {%- set tbl_relations = [] -%}\n    {%- for row in table_list['table'] -%}\n        {%- set tbl_relation = api.Relation.create(\n            database=None,\n            schema=row[0],\n            identifier=row[1],\n            type=('view' if 'Type: VIEW' in row[3] else 'table')\n        ) -%}\n        {%- do tbl_relations.append(tbl_relation) -%}\n    {%- endfor -%}\n\n    {{ return(tbl_relations) }}\n    {%- else -%}\n    {{ return([]) }}\n    {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.170777, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {% set table_pattern = table_pattern ~ '*' %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1711009, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.171368, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n    {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.171631, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n  {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.17195, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n    coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.172139, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n    from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1723342, "supported_languages": null}, "macro.facebook_ads.facebook_ads_extract_url_parameter": {"name": "facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.facebook_ads_extract_url_parameter", "macro_sql": "{% macro facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ return(adapter.dispatch('facebook_ads_extract_url_parameter', 'facebook_ads') (field, url_parameter)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.default__facebook_ads_extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.172684, "supported_languages": null}, "macro.facebook_ads.default__facebook_ads_extract_url_parameter": {"name": "default__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.default__facebook_ads_extract_url_parameter", "macro_sql": "{% macro default__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.172832, "supported_languages": null}, "macro.facebook_ads.spark__facebook_ads_extract_url_parameter": {"name": "spark__facebook_ads_extract_url_parameter", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_extract_url_parameters.sql", "original_file_path": "macros/facebook_ads_extract_url_parameters.sql", "unique_id": "macro.facebook_ads.spark__facebook_ads_extract_url_parameter", "macro_sql": "{% macro spark__facebook_ads_extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.173022, "supported_languages": null}, "macro.facebook_ads.get_url_tags_query": {"name": "get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.get_url_tags_query", "macro_sql": "{% macro get_url_tags_query() %}\n  {{ return(adapter.dispatch('get_url_tags_query') ()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.facebook_ads.bigquery__get_url_tags_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.17423, "supported_languages": null}, "macro.facebook_ads.bigquery__get_url_tags_query": {"name": "bigquery__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.bigquery__get_url_tags_query", "macro_sql": "{% macro bigquery__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array(replace(trim(url_tags, '\"'),'\\\\','')) as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join unnest(cleaned_url_tags) as url_tag_element\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_scalar(url_tag_element, '$.key') as key,\n          json_extract_scalar(url_tag_element, '$.value') as value,\n          json_extract_scalar(url_tag_element, '$.type') as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.174359, "supported_languages": null}, "macro.facebook_ads.postgres__get_url_tags_query": {"name": "postgres__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.postgres__get_url_tags_query", "macro_sql": "{% macro postgres__get_url_tags_query() %}\n\n  cleaned_json as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          replace(trim(url_tags::text, '\"'),'\\\\','')::json as cleaned_url_tags\n      from required_fields\n  ), \n\n  unnested as (\n\n      select \n        source_relation,\n        _fivetran_id, \n        creative_id, \n        url_tag_element\n      from cleaned_json\n      left join lateral json_array_elements(cleaned_url_tags) as url_tag_element on True\n      where cleaned_url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tag_element->>'key' as key,\n          url_tag_element->>'value' as value,\n          url_tag_element->>'type' as type\n      from unnested\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1744819, "supported_languages": null}, "macro.facebook_ads.redshift__get_url_tags_query": {"name": "redshift__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.redshift__get_url_tags_query", "macro_sql": "{% macro redshift__get_url_tags_query() %}\n\n  numbers as (\n\n      {{ dbt_utils.generate_series(upper_bound=1000) }}\n\n  ), \n\n  flattened_url_tags as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_array_element_text(required_fields.url_tags, numbers.generated_number::int - 1, true) as element\n      from required_fields\n      inner join numbers\n          on json_array_length(required_fields.url_tags) >= numbers.generated_number\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          json_extract_path_text(element,'key') as key,\n          json_extract_path_text(element,'value') as value,\n          json_extract_path_text(element,'type') as type\n      from flattened_url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1746628, "supported_languages": null}, "macro.facebook_ads.snowflake__get_url_tags_query": {"name": "snowflake__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.snowflake__get_url_tags_query", "macro_sql": "{% macro snowflake__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          parse_json(url_tags) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.value:key::string as key,\n          url_tags.value:value::string as value,\n          url_tags.value:type::string as type\n      from cleaned_fields,\n      lateral flatten( input => url_tags ) as url_tags\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1747699, "supported_languages": null}, "macro.facebook_ads.spark__get_url_tags_query": {"name": "spark__get_url_tags_query", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/get_url_tag_query.sql", "original_file_path": "macros/get_url_tag_query.sql", "unique_id": "macro.facebook_ads.spark__get_url_tags_query", "macro_sql": "{% macro spark__get_url_tags_query() %}\n\n  cleaned_fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          explode(from_json(url_tags, 'array<struct<key:STRING, value:STRING, type:STRING>>')) as url_tags\n      from required_fields\n      where url_tags is not null\n  ), \n\n  fields as (\n\n      select\n          source_relation,\n          _fivetran_id,\n          creative_id,\n          url_tags.key as key,\n          url_tags.value as value,\n          url_tags.type as type\n      from cleaned_fields\n  )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.174873, "supported_languages": null}, "macro.facebook_ads.facebook_ads_persist_pass_through_columns": {"name": "facebook_ads_persist_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads", "path": "macros/facebook_ads_persist_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_persist_pass_through_columns.sql", "unique_id": "macro.facebook_ads.facebook_ads_persist_pass_through_columns", "macro_sql": "{% macro facebook_ads_persist_pass_through_columns(pass_through_variable, identifier=none, transform='', coalesce_with=none, exclude_fields=[]) %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        {% set field_name = field.alias|default(field.name)|lower if field is mapping else field %}\n        {% if field_name not in exclude_fields %}\n            , {{ transform ~ '(cast(' ~ ('coalesce(' if coalesce_with is not none else '') ~ (identifier ~ '.' if identifier else '') ~ field_name ~ ((', ' ~ coalesce_with ~ ')') if coalesce_with is not none else '') ~ ' as ' ~ dbt.type_float() ~ '))' }} as {{ field_name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.175972, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, True) == False %}\n    {{ return(False) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.176354, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.177296, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.17746, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n        over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.177618, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.177783, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile_cont( \n        {{ percent }} )\n        within group ( order by {{ percentile_field }} )\n    /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.177922, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent)  %}\n\n    percentile( \n        {{ percentile_field }}, \n        {{ percent }}) \n        over (partition by {{ partition_field }}    \n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.178078, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1788402, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n    {% for field in var(pass_through_variable) %}\n        , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.179463, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1808388, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.181077, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n  json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.181314, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n  json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1815522, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n  {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.181788, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n  parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1820412, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n  {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.182289, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n  json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.182534, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.182846, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field)  %}\n\n    bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1829472, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1831071, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field)  %}\n\n    max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1832068, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n    {% for field in var(variable) %}\n        , {{ field.transform_sql }} as {{ field.name }} \n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.183562, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n    {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.184247, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n    {% if target.type not in ('databricks', 'spark') %}\n        select schema_name\n        from \n        {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n        where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n    {% else %}\n        SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n    {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n    {% set results_list = results.columns[0].values() %}\n{% else %}\n    {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n    {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n    {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.185211, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n    {% for w in warehouses %}\n        {% if target.type == w %}\n            {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n        {% endif %}\n    {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.185777, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n    {% for field in var(pass_through_variable) %}\n        {% if field is mapping %}\n            {% if field.transform_sql %}\n                , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n            {% else %}\n                , {{ field.alias if field.alias else field.name }}\n            {% endif %}\n        {% else %}\n        , {{ field }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.186551, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.18703, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n    string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.187166, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1872928, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n    listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.187419, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n    -- collect set will remove duplicates\n    replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1875572, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n  {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.190572, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.190733, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n    datediff(\n        {{ datepart }},\n        {{ first_date }},\n        {{ second_date }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.190897, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n    timestamp_diff(\n        {{second_date}},\n        {{first_date}},\n        {{datepart}}\n    )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.191051, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n    {% if datepart == 'year' %}\n        (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n    {% elif datepart == 'quarter' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n    {% elif datepart == 'month' %}\n        ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n    {% elif datepart == 'day' %}\n        (({{second_date}})::date - ({{first_date}})::date)\n    {% elif datepart == 'week' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n            when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n                case when {{first_date}} <= {{second_date}} then 0 else -1 end\n            else\n                case when {{first_date}} <= {{second_date}} then 1 else 0 end\n        end)\n    {% elif datepart == 'hour' %}\n        ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n    {% elif datepart == 'minute' %}\n        ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n    {% elif datepart == 'second' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n    {% elif datepart == 'millisecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n    {% elif datepart == 'microsecond' %}\n        ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n    {% else %}\n        {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n    {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.192731, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n    {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.193679, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n    {# most databases don't support this function yet\n    so we just need to use cast #}\n    cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.193814, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.19408, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n    case\n        when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n        then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n        else null\n    end::{{type}}\n\n{% else %}\n    {{ exceptions.raise_compiler_error(\n            \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.194359, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n    try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.194489, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n    safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.194612, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.194734, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n    try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.194857, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.195337, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none)  %}\n, case\n    {% for schema in var(union_schema_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n    {% endfor %}\n  end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n    {% for database in var(union_database_variable) %}\n    when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n    {% endfor %}\n  end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1958919, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.196384, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\")  %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1965818, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n    first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.1968, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.197047, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n  {% if pass_through_var %}\n\n    {% for column in pass_through_var %}\n\n    {% if column is mapping %}\n\n      {% if column.alias %}\n\n        {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n      {% else %}\n\n        {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n        \n      {% endif %}\n\n    {% else %}\n\n      {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n    {% endif %}\n\n    {% endfor %}\n\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.198295, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n    {%- if exclude and include -%}\n        {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n    {%- endif -%}\n\n    {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n    {%- if not execute %}\n        {{ return('') }}\n    {% endif -%}\n\n    {%- set column_override = column_override if column_override is not none else {} -%}\n    {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n    {%- set relation_columns = {} -%}\n    {%- set column_superset = {} -%}\n\n    {%- for relation in relations -%}\n\n        {%- do relation_columns.update({relation: []}) -%}\n\n        {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n        {%- set cols = adapter.get_columns_in_relation(relation) -%}\n        {%- for col in cols -%}\n\n        {#- If an exclude list was provided and the column is in the list, do nothing -#}\n        {%- if exclude and col.column in exclude -%}\n\n        {#- If an include list was provided and the column is not in the list, do nothing -#}\n        {%- elif include and col.column not in include -%}\n\n        {#- Otherwise add the column to the column superset -#}\n        {%- else -%}\n\n            {#- update the list of columns in this relation -#}\n            {%- do relation_columns[relation].append(col.column) -%}\n\n            {%- if col.column in column_superset -%}\n\n                {%- set stored = column_superset[col.column] -%}\n                {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n                    {%- do column_superset.update({col.column: col}) -%}\n\n                {%- endif %}\n\n            {%- else -%}\n\n                {%- do column_superset.update({col.column: col}) -%}\n\n            {%- endif -%}\n\n        {%- endif -%}\n\n        {%- endfor -%}\n    {%- endfor -%}\n\n    {%- set ordered_column_names = column_superset.keys() -%}\n\n    {%- for relation in relations %}\n\n        (\n            select\n\n                cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n                {% for col_name in ordered_column_names -%}\n\n                    {%- set col = column_superset[col_name] %}\n                    {%- set col_type = column_override.get(col.column, col.data_type) %}\n                    {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n                    cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n                {%- endfor %}\n\n            from {{ aliases[loop.index0] if aliases else relation }}\n        )\n\n        {% if not loop.last -%}\n            union all\n        {% endif -%}\n\n    {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.202222, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n    {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n    {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.202576, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.202945, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n    {% if column.name|lower in source_column_names -%}\n        {{ fivetran_utils.quote_column(column) }} as \n        {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n    {%- else -%}\n        cast(null as {{ column.datatype }})\n        {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n    {%- endif -%}\n    {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2045429, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n    {% if 'quote' in column %}\n        {% if column.quote %}\n            {% if target.type in ('bigquery', 'spark', 'databricks') %}\n            `{{ column.name }}`\n            {% elif target.type == 'snowflake' %}\n            \"{{ column.name | upper }}\"\n            {% else %}\n            \"{{ column.name }}\"\n            {% endif %}\n        {% else %}\n        {{ column.name }}\n        {% endif %}\n    {% else %}\n    {{ column.name }}\n    {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.205076, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.205643, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n  json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2057972, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n  json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.205947, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n  case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.206114, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n  json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.206263, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n  {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.206408, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n  {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.207253, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n  {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n  {%- set enabled_array = [] -%}\n  {% for node in graph.sources.values() %}\n    {% if node.identifier == source.identifier %}\n      {% if (node.meta['is_enabled'] | default(true)) %}\n        {%- do enabled_array.append(1) -%}\n      {% endif %}\n    {% endif %}\n  {% endfor %}\n  {% set is_enabled = (enabled_array != []) %}\n\n    select\n      {% if is_enabled %}\n      max({{ loaded_at_field }})\n      {% else %} \n      {{ current_timestamp() }} {% endif %} as max_loaded_at,\n      {{ current_timestamp() }} as snapshotted_at\n\n    {% if is_enabled %}\n    from {{ source }}\n      {% if filter %}\n      where {{ filter }}\n      {% endif %}\n    {% endif %}\n\n  {% endcall %}\n\n  {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0]  %}\n    {{ return(load_result('collect_freshness')) }}\n  {% else %}\n    {{ return(load_result('collect_freshness').table) }}\n  {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.208481, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.bigquery__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2092001, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n    timestampadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.209364, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n        timestamp_add({{ from_timestamp }}, interval  {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.209546, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n        dateadd(\n        {{ datepart }},\n        {{ interval }},\n        {{ from_timestamp }}\n        )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.209704, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.209856, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n    {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2100291, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.210274, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n    ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2103748, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n    ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2104719, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n        {%- for col in columns if col.name not in exclude -%}\n        {%- if col.name[:prefix|length]|lower == prefix -%}\n        {{ col.name }} as {{ col.name[prefix|length:] }}\n        {%- else -%}\n        {{ col.name }}\n        {%- endif -%}\n        {%- if not loop.last -%},{%- endif %}\n        {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.211087, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2124999, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n    {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n        \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.212672, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n    {% set date_spine_query %}\n        with\n\n        l0 as (\n\n            select c\n            from (select 1 union all select 1) as d(c)\n\n        ),\n        l1 as (\n\n            select\n                1 as c\n            from l0 as a\n            cross join l0 as b\n\n        ),\n\n        l2 as (\n\n            select 1 as c\n            from l1 as a\n            cross join l1 as b\n        ),\n\n        l3 as (\n\n            select 1 as c\n            from l2 as a\n            cross join l2 as b\n        ),\n\n        l4 as (\n\n            select 1 as c\n            from l3 as a\n            cross join l3 as b\n        ),\n\n        l5 as (\n\n            select 1 as c\n            from l4 as a\n            cross join l4 as b\n        ),\n\n        nums as (\n\n            select row_number() over (order by (select null)) as rownum\n            from l5\n        ),\n\n        rawdata as (\n\n            select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n            from nums\n            order by rownum\n        ),\n\n        all_periods as (\n\n            select (\n                {{\n                    dbt.dateadd(\n                        datepart,\n                        'n',\n                        start_date\n                    )\n                }}\n            ) as date_{{datepart}}\n            from rawdata\n        ),\n\n        filtered as (\n\n            select *\n            from all_periods\n            where date_{{datepart}} <= {{ end_date }}\n\n        )\n\n        select * from filtered\n        order by 1\n\n    {% endset %}\n\n    {% set results = run_query(date_spine_query) %}\n\n    {% if execute %}\n\n        {% set results_list = results.columns[0].values() %}\n    \n    {% else %}\n\n        {% set results_list = [] %}\n\n    {% endif %}\n\n    {%- for date_field in results_list %}\n        select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n    {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.213484, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.217056, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n    table_identifier, \n    database_variable, \n    schema_variable, \n    default_database, \n    default_schema, \n    default_variable,\n    union_schema_variable,\n    union_database_variable\n    ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n    {%- set relations = [] -%}\n    \n    {%- if var(union_schema_variable) is string -%}\n    {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n    {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n    {%- else -%}\n    {%- set schemas = var(union_schema_variable) -%}\n    {%- endif -%}\n\n    {%- for schema in var(union_schema_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n    \n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n    \n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n    {%- set relations = [] -%}\n\n    {%- for database in var(union_database_variable) -%}\n    {%- set relation=adapter.get_relation(\n        database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n        schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n        identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n    ) -%}\n\n    {%- set relation_exists=relation is not none -%}\n\n    {%- if relation_exists -%}\n        {%- do relations.append(relation) -%}\n    {%- endif -%}\n\n    {%- endfor -%}\n\n    {%- if relations != [] -%}\n        {{ dbt_utils.union_relations(relations) }}\n    {%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n    {%- endif -%}\n\n{%- else -%}\n    {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n    {% set relation = namespace(value=\"\") %}\n    {% if default_schema in exception_schemas.keys() %}\n        {% for corrected_schema_name in exception_schemas.items() %}   \n            {% if default_schema in corrected_schema_name %}\n                {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n                {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\"  %}\n                {%- set relation.value=adapter.get_relation(\n                    database=source(corrected_schema_name[1], table_identifier).database,\n                    schema=source(corrected_schema_name[1], table_identifier).schema,\n                    identifier=var(identifier_var, table_identifier)\n                ) -%}\n            {% endif %}\n        {% endfor %}\n    {% else %}\n        {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n        {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\"  %}\n        {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n        {% if var(identifier_var, none) is none %} \n            {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\"  %}\n        {% endif %}\n        {%- set relation.value=adapter.get_relation(\n            database=source(default_schema, table_identifier).database,\n            schema=source(default_schema, table_identifier).schema,\n            identifier=var(identifier_var, table_identifier)\n        ) -%}\n    {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n    select * \n    from {{ relation.value }}\n{%- else -%}\n    {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n    {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n    {% endif -%}\n    select \n        cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n    limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.221525, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.222889, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.223231, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.223382, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.223574, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.223902, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote)  -%}\n{# bigquery, spark, databricks #}\n    `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.22401, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2241201, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2242181, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote)  -%}\n    \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.224318, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.224571, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n    array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.224672, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n    listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.224771, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n    \"\"\"\n    Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n    As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n    \"\"\",\n    info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.22516, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n    \n    {% if var(v, False) == True %}\n    {{ return(True) }}\n    {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.225537, "supported_languages": null}, "macro.facebook_ads_source.get_ad_set_history_columns": {"name": "get_ad_set_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_set_history_columns.sql", "original_file_path": "macros/get_ad_set_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_set_history_columns", "macro_sql": "{% macro get_ad_set_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"end_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"bid_strategy\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_int()},\n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"optimization_goal\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.226922, "supported_languages": null}, "macro.facebook_ads_source.get_creative_history_columns": {"name": "get_creative_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_creative_history_columns.sql", "original_file_path": "macros/get_creative_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_creative_history_columns", "macro_sql": "{% macro get_creative_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_page_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"url_tags\", \"datatype\": dbt.type_string()},\n    {\"name\": \"asset_feed_spec_link_urls\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_child_attachments\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_caption\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_description\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_link\", \"datatype\": dbt.type_string()},\n    {\"name\": \"object_story_link_data_message\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_android\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ios\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_ipad\", \"datatype\": dbt.type_string()},\n    {\"name\": \"template_app_link_spec_iphone\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2289011, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_actions_columns": {"name": "get_basic_ad_actions_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_actions_columns.sql", "original_file_path": "macros/get_basic_ad_actions_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_actions_columns", "macro_sql": "{% macro get_basic_ad_actions_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_actions_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2298381, "supported_languages": null}, "macro.facebook_ads_source.get_campaign_history_columns": {"name": "get_campaign_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_campaign_history_columns.sql", "original_file_path": "macros/get_campaign_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_campaign_history_columns", "macro_sql": "{% macro get_campaign_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"start_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"stop_time\", \"datatype\": dbt.type_timestamp()},    \n    {\"name\": \"status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"daily_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"lifetime_budget\", \"datatype\": dbt.type_int()},\n    {\"name\": \"budget_remaining\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.231076, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_columns": {"name": "get_basic_ad_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_columns.sql", "original_file_path": "macros/get_basic_ad_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_columns", "macro_sql": "{% macro get_basic_ad_columns() %}\n\n{% set columns = [\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"adset_name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n    {\"name\": \"inline_link_clicks\", \"datatype\": dbt.type_int()},\n    {\"name\": \"spend\", \"datatype\": dbt.type_float()},\n    {\"name\": \"reach\", \"datatype\": dbt.type_int()},\n    {\"name\": \"frequency\", \"datatype\": dbt.type_float()}\n] %}\n\n{# \n    Reach and Frequency are not included in downstream models by default, though they are included in the staging model.\n    The below ensures that users can add Reach and Frequency to downstream models with the `facebook_ads__basic_ad_passthrough_metrics` variable\n    while avoiding duplicate column errors.\n #}\n{% set unique_passthrough = [] %}\n{% for field in var('facebook_ads__basic_ad_passthrough_metrics') %}\n    {% if (field.alias if field.alias else field.name)|lower not in ('reach', 'frequency') %}\n        {% do unique_passthrough.append({\"name\": field.name, \"alias\": field.alias}) %}\n    {% endif %}\n{% endfor %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, unique_passthrough) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.232783, "supported_languages": null}, "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns": {"name": "facebook_ads_fill_pass_through_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/facebook_ads_fill_pass_through_columns.sql", "original_file_path": "macros/facebook_ads_fill_pass_through_columns.sql", "unique_id": "macro.facebook_ads_source.facebook_ads_fill_pass_through_columns", "macro_sql": "{% macro facebook_ads_fill_pass_through_columns(pass_through_fields) %}\n\n{% if pass_through_fields %}\n    {% for field in pass_through_fields %}\n        {% if field.transform_sql %}\n            , coalesce(cast({{ field.transform_sql }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% else %}\n            , coalesce(cast({{ field.alias if field.alias else field.name }} as {{ dbt.type_float() }}), 0) as {{ field.alias if field.alias else field.name }}\n        {% endif %}\n    {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.233645, "supported_languages": null}, "macro.facebook_ads_source.get_account_history_columns": {"name": "get_account_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_account_history_columns.sql", "original_file_path": "macros/get_account_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_account_history_columns", "macro_sql": "{% macro get_account_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_status\", \"datatype\": dbt.type_string()},\n    {\"name\": \"business_country_code\", \"datatype\": dbt.type_string()},\n    {\"name\": \"created_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"currency\", \"datatype\": dbt.type_string()},\n    {\"name\": \"timezone_name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int", "macro.dbt.type_timestamp", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.234619, "supported_languages": null}, "macro.facebook_ads_source.get_ad_history_columns": {"name": "get_ad_history_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_ad_history_columns.sql", "original_file_path": "macros/get_ad_history_columns.sql", "unique_id": "macro.facebook_ads_source.get_ad_history_columns", "macro_sql": "{% macro get_ad_history_columns() %}\n\n{% set columns = [\n    {\"name\": \"updated_time\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"name\", \"datatype\": dbt.type_string()},\n    {\"name\": \"account_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"ad_set_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"campaign_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"creative_id\", \"datatype\": dbt.type_int()},\n    {\"name\": \"conversion_domain\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.235577, "supported_languages": null}, "macro.facebook_ads_source.get_basic_ad_action_values_columns": {"name": "get_basic_ad_action_values_columns", "resource_type": "macro", "package_name": "facebook_ads_source", "path": "macros/get_basic_ad_action_values_columns.sql", "original_file_path": "macros/get_basic_ad_action_values_columns.sql", "unique_id": "macro.facebook_ads_source.get_basic_ad_action_values_columns", "macro_sql": "{% macro get_basic_ad_action_values_columns() %}\n\n{% set columns = [\n    {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n    {\"name\": \"action_type\", \"datatype\": dbt.type_string()},\n    {\"name\": \"ad_id\", \"datatype\": dbt.type_string()},\n    {\"name\": \"date\", \"datatype\": \"date\"},\n    {\"name\": \"index\", \"datatype\": dbt.type_int()},\n    {\"name\": \"value\", \"datatype\": dbt.type_float()}\n] %}\n\n{{ fivetran_utils.add_pass_through_columns(columns, var('facebook_ads__basic_ad_action_values_passthrough_metrics')) }}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float", "macro.fivetran_utils.add_pass_through_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1731528635.2365289, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.facebook_ads_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source._fivetran_synced", "block_contents": "When the record was last synced by Fivetran."}, "doc.facebook_ads_source.is_most_recent_record": {"name": "is_most_recent_record", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.is_most_recent_record", "block_contents": "Boolean representing whether a record is the most recent version of that record. All records should have this value set to True given we filter on it."}, "doc.facebook_ads_source.updated_time": {"name": "updated_time", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.updated_time", "block_contents": "The timestamp of the last update of a record."}, "doc.facebook_ads_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "facebook_ads_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.facebook_ads_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.facebook_ads_integration_tests.consistency_url_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_url_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_url_report.sql", "original_file_path": "tests/consistency/consistency_url_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_url_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_url_report"], "alias": "consistency_url_report", "checksum": {"name": "sha256", "checksum": "008de623166b6a0e750a3da3111a96bec33ec29dd53df5b4e98ce3728c7bedca"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.611001, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__url_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__url_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_set_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_set_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_set_report.sql", "original_file_path": "tests/consistency/consistency_ad_set_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_set_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_set_report"], "alias": "consistency_ad_set_report", "checksum": {"name": "sha256", "checksum": "7e4fdd7c351fa2ecfad7cc33e894aa84224bfded6535da4747388aa5af8362ab"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.627438, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_set_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_set_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_set_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_set_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_set_id = prod.ad_set_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_campaign_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_campaign_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_campaign_report.sql", "original_file_path": "tests/consistency/consistency_campaign_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_campaign_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_campaign_report"], "alias": "consistency_campaign_report", "checksum": {"name": "sha256", "checksum": "26c1a013e88fea6dd1e6796f38d18d90f58565a6521a0dd3aefa31fc4666c9a8"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.6304882, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__campaign_report\n    group by 1\n),\n\ndev as (\n    select\n        campaign_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__campaign_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.campaign_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.campaign_id = prod.campaign_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_ad_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_ad_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_ad_report.sql", "original_file_path": "tests/consistency/consistency_ad_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_ad_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_ad_report"], "alias": "consistency_ad_report", "checksum": {"name": "sha256", "checksum": "8147585171caf003b32f54d6046b16f1ad0ae3508ee3d9e75814309d50c0ddec"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.633462, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__ad_report\n    group by 1\n),\n\ndev as (\n    select\n        ad_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__ad_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.ad_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.ad_id = prod.ad_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.consistency_account_report": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "consistency_account_report", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "consistency/consistency_account_report.sql", "original_file_path": "tests/consistency/consistency_account_report.sql", "unique_id": "test.facebook_ads_integration_tests.consistency_account_report", "fqn": ["facebook_ads_integration_tests", "consistency", "consistency_account_report"], "alias": "consistency_account_report", "checksum": {"name": "sha256", "checksum": "8ba1faa63d509778932a2ed7a927ac58230a5d04a936cb0585cec84928dd7a10"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.636378, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith prod as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_prod.facebook_ads__account_report\n    group by 1\n),\n\ndev as (\n    select\n        account_id,\n        sum(coalesce(clicks, 0)) as clicks, \n        sum(coalesce(impressions, 0)) as impressions,\n        sum(coalesce(spend, 0)) as spend\n        {# sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions #}\n    from {{ target.schema }}_facebook_ads_dev.facebook_ads__account_report\n    group by 1\n),\n\nfinal as (\n    select \n        prod.account_id,\n        prod.clicks as prod_clicks,\n        dev.clicks as dev_clicks,\n        prod.impressions as prod_impressions,\n        dev.impressions as dev_impressions,\n        prod.spend as prod_spend,\n        dev.spend as dev_spend\n        {# prod.conversions_value as prod_conversions_value,\n        dev.conversions_value as dev_conversions_value,\n        prod.conversions as prod_conversions,\n        dev.conversions as dev_conversions, #}\n    from prod\n    full outer join dev \n        on dev.account_id = prod.account_id\n)\n\nselect *\nfrom final\nwhere\n    abs(prod_clicks - dev_clicks) >= .01\n    or abs(prod_impressions - dev_impressions) >= .01\n    or abs(prod_spend - dev_spend) >= .01\n    {# or abs(prod_conversions_value - dev_conversions_value) >= .01\n    or abs(prod_conversions - dev_conversions) >= .01 #}", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.vertical_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "vertical_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/vertical_sum_conversion_value.sql", "original_file_path": "tests/integrity/vertical_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.vertical_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "vertical_sum_conversion_value"], "alias": "vertical_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "5ff9227e76ceff278b065975b2011cf52fd058c0e2a82dcd82441b5b6c197dcf"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.6393259, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_source as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('stg_facebook_ads__basic_ad_actions') }}\n\n    {% if var('facebook_ads__conversion_action_types') -%}\n    where \n        {# Limit conversions to the chosen action types #}\n        {% for action_type in var('facebook_ads__conversion_action_types') -%}\n            (\n            {%- if action_type.name -%}\n                action_type = '{{ action_type.name }}'\n            {%- elif action_type.pattern -%}\n                action_type like '{{ action_type.pattern }}'\n            {%- endif -%}\n\n            {% if action_type.where_sql %}\n                and {{ action_type.where_sql }}\n            {%- endif -%}\n            ) {% if not loop.last %} or {% endif %}\n        {%- endfor %}\n    {% endif %}\n),\n\nad_model as (\n\n    select \n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n)\n\n\nselect \n    ad_source.*\nfrom ad_model \njoin ad_source on true\nwhere ad_model.conversions != ad_source.conversions", "language": "sql", "refs": [{"name": "stg_facebook_ads__basic_ad_actions", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.facebook_ads_integration_tests.horizontal_sum_conversion_value": [{"database": "dbt-package-testing", "schema": "facebook_ads_tests_dbt_test__audit", "name": "horizontal_sum_conversion_value", "resource_type": "test", "package_name": "facebook_ads_integration_tests", "path": "integrity/horizontal_sum_conversion_value.sql", "original_file_path": "tests/integrity/horizontal_sum_conversion_value.sql", "unique_id": "test.facebook_ads_integration_tests.horizontal_sum_conversion_value", "fqn": ["facebook_ads_integration_tests", "integrity", "horizontal_sum_conversion_value"], "alias": "horizontal_sum_conversion_value", "checksum": {"name": "sha256", "checksum": "4a08e9dde022e23c1ef1e8c6099a54d758ea0c1efc75b7db7685670b4a7f0790"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1731528635.64396, "relation_name": null, "raw_code": "{{ config(\n    tags=\"fivetran_validations\",\n    enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\nwith ad_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }}\n),\n\naccount_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__account_report') }}\n),\n\nad_set_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_set_report') }}\n),\n\ncampaign_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__campaign_report') }}\n),\n\nurl_report as (\n\n    select \n        sum(coalesce(conversions_value, 0)) as conversions_value,\n        sum(coalesce(conversions, 0)) as conversions\n    from {{ ref('facebook_ads__url_report') }}\n),\n\nad_w_url_report as (\n\n    select \n        sum(coalesce(urls.conversions_value, 0)) as conversions_value,\n        sum(coalesce(urls.conversions, 0)) as conversions\n    from {{ ref('facebook_ads__ad_report') }} ads\n    join {{ ref('facebook_ads__url_report') }} urls\n        on ads.ad_id = urls.ad_id\n        and ads.date_day = urls.date_day\n)\n\nselect \n    'ad vs account' as comparison\nfrom ad_report \njoin account_report on true\nwhere ad_report.conversions_value != account_report.conversions_value\nor ad_report.conversions != account_report.conversions\n\nunion all \n\nselect \n    'ad vs ad set' as comparison\nfrom ad_report \njoin ad_set_report on true\nwhere ad_report.conversions_value != ad_set_report.conversions_value\nor ad_report.conversions != ad_set_report.conversions\nunion all \n\nselect \n    'ad vs campaign' as comparison\nfrom ad_report \njoin campaign_report on true\nwhere ad_report.conversions_value != campaign_report.conversions_value\nor ad_report.conversions != campaign_report.conversions\nunion all \n\nselect \n    'ad vs url' as comparison\nfrom ad_w_url_report \njoin url_report on true\nwhere ad_w_url_report.conversions_value != url_report.conversions_value\nor ad_w_url_report.conversions != url_report.conversions", "language": "sql", "refs": [{"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__account_report", "package": null, "version": null}, {"name": "facebook_ads__ad_set_report", "package": null, "version": null}, {"name": "facebook_ads__campaign_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}, {"name": "facebook_ads__ad_report", "package": null, "version": null}, {"name": "facebook_ads__url_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.facebook_ads_integration_tests.facebook_ads_ad_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_action_values_data": [], "seed.facebook_ads_integration_tests.facebook_ads_creative_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_campaign_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_account_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_data": [], "seed.facebook_ads_integration_tests.facebook_ads_ad_set_history_data": [], "seed.facebook_ads_integration_tests.facebook_ads_basic_ad_actions_data": [], "model.facebook_ads.facebook_ads__url_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads.int_facebook_ads__creative_history", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__url_tags": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.facebook_ads__campaign_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__account_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad"], "model.facebook_ads.facebook_ads__ad_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.facebook_ads__ad_set_report": ["model.facebook_ads.int_facebook_ads__conversions", "model.facebook_ads_source.stg_facebook_ads__account_history", "model.facebook_ads_source.stg_facebook_ads__ad_history", "model.facebook_ads_source.stg_facebook_ads__ad_set_history", "model.facebook_ads_source.stg_facebook_ads__basic_ad", "model.facebook_ads_source.stg_facebook_ads__campaign_history"], "model.facebook_ads.int_facebook_ads__creative_history": ["model.facebook_ads.facebook_ads__url_tags", "model.facebook_ads_source.stg_facebook_ads__creative_history"], "model.facebook_ads.int_facebook_ads__conversions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values", "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values": ["model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp"], "model.facebook_ads_source.stg_facebook_ads__creative_history": ["model.facebook_ads_source.stg_facebook_ads__creative_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__campaign_history": ["model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__account_history": ["model.facebook_ads_source.stg_facebook_ads__account_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_history": ["model.facebook_ads_source.stg_facebook_ads__ad_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp"], "model.facebook_ads_source.stg_facebook_ads__ad_set_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_set_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad"], "model.facebook_ads_source.stg_facebook_ads__ad_history_tmp": ["source.facebook_ads_source.facebook_ads.ad_history"], "model.facebook_ads_source.stg_facebook_ads__campaign_history_tmp": ["source.facebook_ads_source.facebook_ads.campaign_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_actions_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_actions"], "model.facebook_ads_source.stg_facebook_ads__creative_history_tmp": ["source.facebook_ads_source.facebook_ads.creative_history"], "model.facebook_ads_source.stg_facebook_ads__basic_ad_action_values_tmp": ["source.facebook_ads_source.facebook_ads.basic_ad_action_values"], "model.facebook_ads_source.stg_facebook_ads__account_history_tmp": ["source.facebook_ads_source.facebook_ads.account_history"], "test.facebook_ads.not_null_facebook_ads__url_report_base_url.b7757e50be": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.ef8d3469d4": ["model.facebook_ads.facebook_ads__url_report"], "test.facebook_ads.not_null_facebook_ads__ad_report_ad_id.3811d9c238": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_report_source_relation__date_day__account_id__campaign_id__ad_set_id__ad_id.c866a344f6": ["model.facebook_ads.facebook_ads__ad_report"], "test.facebook_ads.not_null_facebook_ads__ad_set_report_ad_set_id.1ac870f5e4": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__ad_set_report_source_relation__date_day__account_id__campaign_id__ad_set_id.8707f6bd30": ["model.facebook_ads.facebook_ads__ad_set_report"], "test.facebook_ads.not_null_facebook_ads__campaign_report_campaign_id.d4f96d8d21": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__campaign_report_source_relation__date_day__account_id__campaign_id.f97e1afff3": ["model.facebook_ads.facebook_ads__campaign_report"], "test.facebook_ads.not_null_facebook_ads__account_report_account_id.9be02b4024": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__account_report_source_relation__date_day__account_id.bf8a017de1": ["model.facebook_ads.facebook_ads__account_report"], "test.facebook_ads.not_null_facebook_ads__url_tags__fivetran_id.151d9515f3": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads.dbt_utils_unique_combination_of_columns_facebook_ads__url_tags_source_relation___fivetran_id__key__type.c65de59dec": ["model.facebook_ads.facebook_ads__url_tags"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history_account_id.f1cf38c40f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__account_history__fivetran_synced.0570e35e1f": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__account_history_source_relation__account_id___fivetran_synced.f81aca1247": ["model.facebook_ads_source.stg_facebook_ads__account_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_ad_id.11429d3064": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_history_updated_at.250a5a84e4": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_history_source_relation__ad_id__updated_at.664b870e6c": ["model.facebook_ads_source.stg_facebook_ads__ad_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_ad_set_id.e19a1df1bb": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__ad_set_history_updated_at.ef7fafe0fa": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__ad_set_history_source_relation__ad_set_id__updated_at.ff1d43114a": ["model.facebook_ads_source.stg_facebook_ads__ad_set_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_campaign_id.1ca7a83852": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__campaign_history_updated_at.9e59f99270": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__campaign_history_source_relation__campaign_id__updated_at.82c4f9a2a1": ["model.facebook_ads_source.stg_facebook_ads__campaign_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history__fivetran_synced.3b0593cb4f": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__creative_history_creative_id.eb4d804261": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.dbt_utils_unique_combination_of_columns_stg_facebook_ads__creative_history_source_relation___fivetran_id.2466dae947": ["model.facebook_ads_source.stg_facebook_ads__creative_history"], "test.facebook_ads_source.not_null_stg_facebook_ads__basic_ad_ad_id.2611b250fc": ["model.facebook_ads_source.stg_facebook_ads__basic_ad"], 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\ No newline at end of file

From a790467cf9e3c44f5fd6001fa3c106118009bb13 Mon Sep 17 00:00:00 2001
From: Jamie Rodriguez <65564846+fivetran-jamie@users.noreply.github.com>
Date: Thu, 14 Nov 2024 11:32:45 -0800
Subject: [PATCH 44/44] source package ref

---
 packages.yml | 9 ++-------
 1 file changed, 2 insertions(+), 7 deletions(-)

diff --git a/packages.yml b/packages.yml
index ff76d99..095cd6d 100644
--- a/packages.yml
+++ b/packages.yml
@@ -1,8 +1,3 @@
 packages:
-# - package: fivetran/facebook_ads_source
-#   version: [">=0.8.0", "<0.9.0"]
-# - local: ../Facebook_ads/dbt_facebook_ads_source
-# - local: ../../dbt_facebook_ads_source
-- git: https://github.com/fivetran/dbt_facebook_ads_source.git
-  revision: feature/add-conversions
-  warn-unpinned: false
\ No newline at end of file
+- package: fivetran/facebook_ads_source
+  version: [">=0.8.0", "<0.9.0"]
\ No newline at end of file